Data Transformation¶

Cropped section from "Cat's Life" by People Too. — Excerpt from “Cat’s Life” by People Too [28].¶

Step 1: Pivot Datasets¶

Pivot Proceedings Data¶

Python Script: dblp_ismir_pivot_proceedings.py

import pandas as pd

# Load raw proceedings CSV (columns: record, property, value)
full_df = pd.read_csv('data/raw/dblp_ismir_proceedings_raw.csv')

# Pivot data: one row per record; aggregate multiple values with semicolons
pivot_df = full_df.pivot_table(
    index='record',
    columns='property',
    values='value',
    aggfunc=lambda x: '; '.join(x.astype(str))
).reset_index()

# Sort columns: 'record' first, then alphabetical
cols = ['record'] + sorted([col for col in pivot_df.columns if col != 'record'])
pivot_df = pivot_df[cols]

# Save pivoted data to CSV
pivot_df.to_csv('data/processed/dblp_ismir_proceedings_pivoted.csv', index=False, encoding='utf-8-sig')
print('Pivoted data saved to data/processed/dblp_ismir_proceedings_pivoted.csv')

Pivoted Proceedings Output¶

Table 7. Example of Pivoted Dataset for ISMIR Proceedings.

Click to expand/collapse table

record	http://purl.org/spar/datacite/hasIdentifier	http://www.w3.org/1999/02/22-rdf-syntax-ns#type	http://www.w3.org/2000/01/rdf-schema#label	http://www.w3.org/2002/07/owl#sameAs	https://dblp.org/rdf/schema#archivedWebpage	https://dblp.org/rdf/schema#bibtexType	https://dblp.org/rdf/schema#createdBy	https://dblp.org/rdf/schema#documentPage	https://dblp.org/rdf/schema#editedBy	https://dblp.org/rdf/schema#hasSignature	https://dblp.org/rdf/schema#isbn	https://dblp.org/rdf/schema#listedOnTocPage	https://dblp.org/rdf/schema#numberOfCreators	https://dblp.org/rdf/schema#primaryDocumentPage	https://dblp.org/rdf/schema#publishedBy	https://dblp.org/rdf/schema#publishedInStream	https://dblp.org/rdf/schema#title	https://dblp.org/rdf/schema#yearOfPublication
https://dblp.org/rec/conf/ismir/2000	_:bn10203589	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2000, 1st International Symposium on Music Information Retrieval, Plymouth, Massachusetts, USA, October 23-25, 2000, Proceedings (2000)	NaN	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	NaN	NaN	NaN	NaN	NaN	https://dblp.org/db/conf/ismir/ismir2000	0	NaN	NaN	https://dblp.org/streams/conf/ismir	ISMIR 2000, 1st International Symposium on Music Information Retrieval, Plymouth, Massachusetts, USA, October 23-25, 2000, Proceedings	2000
https://dblp.org/rec/conf/ismir/2001	_:bn10198082	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2001, 2nd International Symposium on Music Information Retrieval, Indiana University, Bloomington, Indiana, USA, October 15-17, 2001, Proceedings (2001)	NaN	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	NaN	NaN	NaN	NaN	NaN	https://dblp.org/db/conf/ismir/ismir2001	0	NaN	NaN	https://dblp.org/streams/conf/ismir	ISMIR 2001, 2nd International Symposium on Music Information Retrieval, Indiana University, Bloomington, Indiana, USA, October 15-17, 2001, Proceedings	2001
https://dblp.org/rec/conf/ismir/2002	_:bn10200112	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings (2002)	NaN	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	NaN	NaN	NaN	NaN	NaN	https://dblp.org/db/conf/ismir/ismir2002	0	NaN	NaN	https://dblp.org/streams/conf/ismir	ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings	2002
https://dblp.org/rec/conf/ismir/2003	_:bn10205697	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings (2003)	NaN	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	NaN	NaN	NaN	NaN	NaN	https://dblp.org/db/conf/ismir/ismir2003	0	NaN	NaN	https://dblp.org/streams/conf/ismir	ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings	2003
https://dblp.org/rec/conf/ismir/2004	_:bn10199396	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings (2004)	NaN	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	NaN	NaN	NaN	NaN	NaN	https://dblp.org/db/conf/ismir/ismir2004	0	NaN	NaN	https://dblp.org/streams/conf/ismir	ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings	2004
https://dblp.org/rec/conf/ismir/2005	_:bn10203793	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings (2005)	NaN	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	NaN	NaN	NaN	NaN	NaN	https://dblp.org/db/conf/ismir/ismir2005	0	NaN	NaN	https://dblp.org/streams/conf/ismir	ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings	2005
https://dblp.org/rec/conf/ismir/2006	_:bn10203436	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings (2006)	NaN	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	NaN	NaN	NaN	NaN	NaN	https://dblp.org/db/conf/ismir/ismir2006	0	NaN	NaN	https://dblp.org/streams/conf/ismir	ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings	2006
https://dblp.org/rec/conf/ismir/2007	_:bn10205975; _:bn10205976	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	Simon Dixon et al.: Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007 (2007)	urn:isbn:9783854032182	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	https://dblp.org/pid/11/7013; https://dblp.org/pid/41/5686; https://dblp.org/pid/84/3672	NaN	https://dblp.org/pid/11/7013; https://dblp.org/pid/41/5686; https://dblp.org/pid/84/3672	_:bn10205977; _:bn10205978; _:bn10205979	urn:isbn:9783854032182	https://dblp.org/db/conf/ismir/ismir2007	3	NaN	Austrian Computer Society	https://dblp.org/streams/conf/ismir	Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007	2007
https://dblp.org/rec/conf/ismir/2008	_:bn10200890; _:bn10200891	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	Juan Pablo Bello et al.: ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008 (2008)	urn:isbn:9780615248493	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	https://dblp.org/pid/44/231; https://dblp.org/pid/56/4223; https://dblp.org/pid/60/128	NaN	https://dblp.org/pid/44/231; https://dblp.org/pid/56/4223; https://dblp.org/pid/60/128	_:bn10200892; _:bn10200895; _:bn10200896	urn:isbn:9780615248493	https://dblp.org/db/conf/ismir/ismir2008	3	NaN	NaN	https://dblp.org/streams/conf/ismir	ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008	2008
https://dblp.org/rec/conf/ismir/2009	_:bn10200568; _:bn10200569	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	Keiji Hirata et al.: Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009 (2009)	urn:isbn:9780981353708	NaN	http://purl.org/net/nknouf/ns/bibtex#Proceedings	https://dblp.org/pid/17/1476-1; https://dblp.org/pid/84/4993; https://dblp.org/pid/t/GeorgeTzanetakis	NaN	https://dblp.org/pid/17/1476-1; https://dblp.org/pid/84/4993; https://dblp.org/pid/t/GeorgeTzanetakis	_:bn10200570; _:bn10200571; _:bn10200573	urn:isbn:9780981353708	https://dblp.org/db/conf/ismir/ismir2009	3	NaN	International Society for Music Information Retrieval	https://dblp.org/streams/conf/ismir	Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009	2009

Total dataset size: 25 rows × 19 columns

Download the full dataset: dblp_ismir_proceedings_pivoted.csv

Pivot Inproceedings Data¶

Python Script: dblp_ismir_pivot_inproceedings.py

import pandas as pd

# Load raw proceedings CSV (columns: record, property, value)
full_df = pd.read_csv('data/raw/dblp_ismir_inproceedings_raw.csv')

# Pivot data: one row per record; aggregate multiple values with semicolons
pivot_df = full_df.pivot_table(
    index='record',
    columns='property',
    values='value',
    aggfunc=lambda x: '; '.join(x.astype(str))
).reset_index()

# Sort columns: 'record' first, then alphabetical
cols = ['record'] + sorted([col for col in pivot_df.columns if col != 'record'])
pivot_df = pivot_df[cols]

# Save pivoted data to CSV
pivot_df.to_csv('data/processed/dblp_ismir_inproceedings_pivoted.csv', index=False, encoding='utf-8-sig')
print('Pivoted data saved to data/processed/dblp_ismir_inproceedings_pivoted.csv')

Pivoted Inproceedings Output¶

Table 8. Example of Pivoted Dataset for ISMIR Papers (Inproceedings).

Click to expand/collapse table

record	http://purl.org/spar/datacite/hasIdentifier	http://www.w3.org/1999/02/22-rdf-syntax-ns#type	http://www.w3.org/2000/01/rdf-schema#label	http://www.w3.org/2002/07/owl#sameAs	https://dblp.org/rdf/schema#archivedWebpage	https://dblp.org/rdf/schema#authoredBy	https://dblp.org/rdf/schema#bibtexType	https://dblp.org/rdf/schema#createdBy	https://dblp.org/rdf/schema#documentPage	https://dblp.org/rdf/schema#doi	https://dblp.org/rdf/schema#hasSignature	https://dblp.org/rdf/schema#listedOnTocPage	https://dblp.org/rdf/schema#numberOfCreators	https://dblp.org/rdf/schema#pagination	https://dblp.org/rdf/schema#primaryDocumentPage	https://dblp.org/rdf/schema#publishedAsPartOf	https://dblp.org/rdf/schema#publishedIn	https://dblp.org/rdf/schema#publishedInBook	https://dblp.org/rdf/schema#publishedInStream	https://dblp.org/rdf/schema#title	https://dblp.org/rdf/schema#yearOfEvent	https://dblp.org/rdf/schema#yearOfPublication
https://dblp.org/rec/conf/ismir/00010CLJ20	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)	NaN	NaN	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf	NaN	_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010F23	_:bn10196657; _:bn10196658	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Francisco J. Castellanos et al.: A Few-Shot Neural Approach for Layout Analysis of Music Score Images. (2023)	http://dx.doi.org/10.5281/ZENODO.10265233; https://doi.org/10.5281/ZENODO.10265233	NaN	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	https://doi.org/10.5281/ZENODO.10265233	https://doi.org/10.5281/ZENODO.10265233	_:bn10196659; _:bn10196661; _:bn10196662	https://dblp.org/db/conf/ismir/ismir2023	3	106-113	https://doi.org/10.5281/ZENODO.10265233	https://dblp.org/rec/conf/ismir/2023	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	A Few-Shot Neural Approach for Layout Analysis of Music Score Images.	2023	2023
https://dblp.org/rec/conf/ismir/0001BASL21	_:bn10203174	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Jin Ha Lee et al.: â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS. (2021)	NaN	NaN	https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	https://archives.ismir.net/ismir2021/paper/000044.pdf	NaN	_:bn10203175; _:bn10203176; _:bn10203177; _:bn10203178; _:bn10203179	https://dblp.org/db/conf/ismir/ismir2021	5	358-365	https://archives.ismir.net/ismir2021/paper/000044.pdf	https://dblp.org/rec/conf/ismir/2021	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS.	2021	2021
https://dblp.org/rec/conf/ismir/0001FG18	_:bn10197591	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Tian Cheng et al.: Comparing RNN Parameters for Melodic Similarity. (2018)	NaN	NaN	https://dblp.org/pid/116/8537-1; https://dblp.org/pid/38/7252; https://dblp.org/pid/85/1753	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/116/8537-1; https://dblp.org/pid/38/7252; https://dblp.org/pid/85/1753	http://ismir2018.ircam.fr/doc/pdfs/61_Paper.pdf	NaN	_:bn10197592; _:bn10197593; _:bn10197595	https://dblp.org/db/conf/ismir/ismir2018	3	763-770	http://ismir2018.ircam.fr/doc/pdfs/61_Paper.pdf	https://dblp.org/rec/conf/ismir/2018	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Comparing RNN Parameters for Melodic Similarity.	2018	2018
https://dblp.org/rec/conf/ismir/0001G23	_:bn10197545; _:bn10197546	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Tian Cheng and Masataka Goto: Transformer-Based Beat Tracking With Low-Resolution Encoder and High-Resolution Decoder. (2023)	http://dx.doi.org/10.5281/ZENODO.10265325; https://doi.org/10.5281/ZENODO.10265325	NaN	https://dblp.org/pid/116/8537-1; https://dblp.org/pid/85/1753	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/116/8537-1; https://dblp.org/pid/85/1753	https://doi.org/10.5281/ZENODO.10265325	https://doi.org/10.5281/ZENODO.10265325	_:bn10197547; _:bn10197548	https://dblp.org/db/conf/ismir/ismir2023	2	466-473	https://doi.org/10.5281/ZENODO.10265325	https://dblp.org/rec/conf/ismir/2023	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Transformer-Based Beat Tracking With Low-Resolution Encoder and High-Resolution Decoder.	2023	2023
https://dblp.org/rec/conf/ismir/0001J20	_:bn10202274	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Timothy Tsai and Kevin Ji: Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining. (2020)	NaN	NaN	https://dblp.org/pid/124/9209; https://dblp.org/pid/271/4560	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/124/9209; https://dblp.org/pid/271/4560	http://archives.ismir.net/ismir2020/paper/000021.pdf	NaN	_:bn10202275; _:bn10202276	https://dblp.org/db/conf/ismir/ismir2020	2	176-183	http://archives.ismir.net/ismir2020/paper/000021.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining.	2020	2020
https://dblp.org/rec/conf/ismir/0001LN18	_:bn10203714	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Xiao Hu et al.: On the Relationships between Music-induced Emotion and Physiological Signals. (2018)	NaN	NaN	https://dblp.org/pid/178/9023; https://dblp.org/pid/19/1374-1; https://dblp.org/pid/230/1543	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/178/9023; https://dblp.org/pid/19/1374-1; https://dblp.org/pid/230/1543	http://ismir2018.ircam.fr/doc/pdfs/115_Paper.pdf	NaN	_:bn10203715; _:bn10203717; _:bn10203718	https://dblp.org/db/conf/ismir/ismir2018	3	362-369	http://ismir2018.ircam.fr/doc/pdfs/115_Paper.pdf	https://dblp.org/rec/conf/ismir/2018	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	On the Relationships between Music-induced Emotion and Physiological Signals.	2018	2018
https://dblp.org/rec/conf/ismir/0001MBD16	_:bn10198419	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Tian Cheng et al.: An Attack/Decay Model for Piano Transcription. (2016)	NaN	NaN	https://dblp.org/pid/11/7013; https://dblp.org/pid/116/8537-1; https://dblp.org/pid/23/5543; https://dblp.org/pid/51/7645	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/11/7013; https://dblp.org/pid/116/8537-1; https://dblp.org/pid/23/5543; https://dblp.org/pid/51/7645	https://wp.nyu.edu/ismir2016/wp-content/uploads/sites/2294/2016/07/085_Paper.pdf	NaN	_:bn10198420; _:bn10198421; _:bn10198422; _:bn10198423	https://dblp.org/db/conf/ismir/ismir2016	4	584-590	https://wp.nyu.edu/ismir2016/wp-content/uploads/sites/2294/2016/07/085_Paper.pdf	https://dblp.org/rec/conf/ismir/2016	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	An Attack/Decay Model for Piano Transcription.	2016	2016
https://dblp.org/rec/conf/ismir/0001N20	_:bn10205883	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Jin Ha Lee and Anh Thu Nguyen: How Music Fans Shape Commercial Music Services: A Case Study of BTS and ARMY. (2020)	NaN	NaN	https://dblp.org/pid/225/8106; https://dblp.org/pid/l/JinHaLee	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/225/8106; https://dblp.org/pid/l/JinHaLee	http://archives.ismir.net/ismir2020/paper/000147.pdf	NaN	_:bn10205884; _:bn10205885	https://dblp.org/db/conf/ismir/ismir2020	2	837-845	http://archives.ismir.net/ismir2020/paper/000147.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	How Music Fans Shape Commercial Music Services: A Case Study of BTS and ARMY.	2020	2020
https://dblp.org/rec/conf/ismir/0001QKL19	_:bn10228414	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Xiao Hu et al.: Analyzing User Interactions with Music Information Retrieval System: An Eye-tracking Approach. (2019)	NaN	NaN	https://dblp.org/pid/19/1374-1; https://dblp.org/pid/253/9272; https://dblp.org/pid/253/9373; https://dblp.org/pid/40/4968	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/19/1374-1; https://dblp.org/pid/253/9272; https://dblp.org/pid/253/9373; https://dblp.org/pid/40/4968	http://archives.ismir.net/ismir2019/paper/000049.pdf	NaN	_:bn10228425; _:bn10228436; _:bn10228447; _:bn10228459	https://dblp.org/db/conf/ismir/ismir2019	4	415-422	http://archives.ismir.net/ismir2019/paper/000049.pdf	https://dblp.org/rec/conf/ismir/2019	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Analyzing User Interactions with Music Information Retrieval System: An Eye-tracking Approach.	2019	2019

Total dataset size: 2,494 rows × 23 columns

Download the full dataset: dblp_ismir_inproceedings_pivoted.csv

Pivot Author Data¶

Python Script: dblp_ismir_pivot_authors.py

import pandas as pd

# Load raw authors CSV (columns: record, creator, property, value)
authors_df = pd.read_csv('data/raw/dblp_ismir_authors_raw.csv')

# Pivot data: one row per (record, creator); aggregate multiple values with semicolons
pivot_authors = authors_df.pivot_table(
    index='record',
    columns='property',
    values='value',
    aggfunc=lambda x: '; '.join(x.astype(str))
).reset_index()

# Sort columns: 'record' and 'creator' first, then alphabetical
cols = ['record', 'creator'] + sorted([col for col in pivot_authors.columns if col not in {'record', 'creator'}])
pivot_authors = pivot_authors[cols]

# Save pivoted data to CSV
pivot_authors.to_csv('data/processed/dblp_ismir_authors_pivoted.csv', index=False, encoding='utf-8-sig')
print('Pivoted data saved to data/processed/dblp_ismir_authors_pivoted.csv')

Pivoted Author Data Output¶

Table 9. Example of Pivoted Dataset for ISMIR Inproceedings Authors.

Click to expand/collapse table

record	creator	http://purl.org/spar/datacite/hasIdentifier	http://www.w3.org/1999/02/22-rdf-syntax-ns#type	http://www.w3.org/2000/01/rdf-schema#label	http://www.w3.org/2002/07/owl#differentFrom	http://www.w3.org/2002/07/owl#sameAs	https://dblp.org/rdf/schema#affiliation	https://dblp.org/rdf/schema#archivedWebpage	https://dblp.org/rdf/schema#awardWebpage	https://dblp.org/rdf/schema#creatorName	https://dblp.org/rdf/schema#creatorNote	https://dblp.org/rdf/schema#homepage	https://dblp.org/rdf/schema#orcid	https://dblp.org/rdf/schema#primaryAffiliation	https://dblp.org/rdf/schema#primaryCreatorName	https://dblp.org/rdf/schema#primaryHomepage	https://dblp.org/rdf/schema#webpage	https://dblp.org/rdf/schema#wikidata	https://dblp.org/rdf/schema#wikipedia
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/132/3591	_:bn25676739	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Jaehwa Chung	NaN	NaN	NaN	NaN	NaN	Jaehwa Chung	NaN	NaN	NaN	NaN	Jaehwa Chung	NaN	NaN	NaN	NaN
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/43/5538	_:bn26966765	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Dae-Won Lee	NaN	NaN	NaN	NaN	NaN	Daewon Lee; Dae-Won Lee; DaeWon Lee	NaN	NaN	NaN	NaN	Dae-Won Lee	NaN	NaN	NaN	NaN
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/45/3571	_:bn26810256	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Soon Young Jung	NaN	NaN	NaN	NaN	NaN	Soon Young Jung; Soon-Young Jung; Soonyoung Jung	NaN	NaN	NaN	NaN	Soon Young Jung	NaN	NaN	NaN	NaN
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/65/2574-3	_:bn28251060	https://dblp.org/rdf/schema#Person; https://dblp.org/rdf/schema#Creator	Minseok Kim 0003	NaN	NaN	Korea University, South Korea	NaN	NaN	Minseok Kim	NaN	NaN	NaN	Korea University, South Korea	Minseok Kim	NaN	NaN	NaN	NaN
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/75/5350-1	_:bn28759075; _:bn28759076	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Woo-Sung Choi 0001	NaN	https://orcid.org/0000-0003-2638-2097	Korea University, Seoul, South Korea	NaN	NaN	Woo-Sung Choi	NaN	http://intelligence.korea.ac.kr/members/wschoi/	https://orcid.org/0000-0003-2638-2097	Korea University, Seoul, South Korea	Woo-Sung Choi	http://intelligence.korea.ac.kr/members/wschoi/	NaN	NaN	NaN
https://dblp.org/rec/conf/ismir/00010F23	https://dblp.org/pid/216/1535	_:bn29345491; _:bn29345492; _:bn29345494; _:bn29345495	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Francisco J. Castellanos 0001	NaN	https://orcid.org/0000-0001-9949-5522	University of Alicante, Department of Software and Computing Systems, Spain	NaN	NaN	Francisco J. Castellanos	NaN	https://cvnet.cpd.ua.es/Directorio/Home/FichaPersona/114596; https://cvnet.cpd.ua.es/curriculum-breve/es/castellanos-regalado-francisco-jose/10063	https://orcid.org/0000-0001-9949-5522	University of Alicante, Department of Software and Computing Systems, Spain	Francisco J. Castellanos	https://cvnet.cpd.ua.es/curriculum-breve/es/castellanos-regalado-francisco-jose/10063	https://es.linkedin.com/in/francisco-josé-castellanos-regalado-b30095226; https://scholar.google.com/citations?user=ugPQHzEAAAAJ	NaN	NaN
https://dblp.org/rec/conf/ismir/00010F23	https://dblp.org/pid/54/1887	_:bn26271162; _:bn26271184; _:bn26271173; _:bn26271151	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Antonio Javier Gallego 0001	NaN	http://www.wikidata.org/entity/Q57467138; https://orcid.org/0000-0003-3148-6886	University of Alicante, Spain	NaN	NaN	Antonio Javier Gallego Sánchez; Antonio Javier Gallego	NaN	http://www.dlsi.ua.es/~jgallego/	https://orcid.org/0000-0003-3148-6886	University of Alicante, Spain	Antonio Javier Gallego	http://www.dlsi.ua.es/~jgallego/	https://scholar.google.com/citations?user=fNIgWWQAAAAJ	http://www.wikidata.org/entity/Q57467138	NaN
https://dblp.org/rec/conf/ismir/00010F23	https://dblp.org/pid/f/IchiroFujinaga	_:bn29108199; _:bn29108200	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Ichiro Fujinaga	NaN	NaN	McGill University, Montreal, Canada	NaN	NaN	Ichiro Fujinaga	NaN	http://www.music.mcgill.ca/~ich/	NaN	McGill University, Montreal, Canada	Ichiro Fujinaga	http://www.music.mcgill.ca/~ich/	https://dl.acm.org/profile/81337489012	NaN	NaN
https://dblp.org/rec/conf/ismir/0001BASL21	https://dblp.org/pid/163/7773	_:bn26120254; _:bn26120255; _:bn26120256	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Arpita Bhattacharya	NaN	https://orcid.org/0000-0001-8890-5557; http://www.wikidata.org/entity/Q89203725	NaN	NaN	NaN	Arpita Bhattacharya	NaN	NaN	https://orcid.org/0000-0001-8890-5557	NaN	Arpita Bhattacharya	NaN	NaN	http://www.wikidata.org/entity/Q89203725	NaN
https://dblp.org/rec/conf/ismir/0001BASL21	https://dblp.org/pid/292/6214	_:bn25736445	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Nicole K. Santero	NaN	NaN	NaN	NaN	NaN	Nicole K. Santero	NaN	NaN	NaN	NaN	Nicole K. Santero	NaN	NaN	NaN	NaN

Total dataset size: 7,726 rows × 20 columns

Download the full dataset: dblp_ismir_authors_pivoted.csv

Step 2: Merge Data¶

Python Script: dblp_ismir_merge_data.py

"""
Merge three CSV datasets:
- papers_df: Pivoted publication (inproceedings) data (one row per paper).
- authors_df: Pivoted author metadata (one row per paper–author pair).
- author_order_df: Raw author order (signature) data (record, creator, ordinal).

The script merges the authors with their order data (on 'record' and 'creator'),
then merges that result with the publication data (on 'record') and sorts by record and ordinal.
Finally, the final merged dataset is saved as a CSV.
"""

import pandas as pd

# Load processed datasets
papers_df = pd.read_csv("data/processed/dblp_ismir_inproceedings_pivoted.csv")
authors_df = pd.read_csv("data/processed/dblp_ismir_authors_pivoted.csv")
author_order_df = pd.read_csv("data/raw/dblp_ismir_author_order_raw.csv")

# Merge authors with author order on 'record' and 'creator'
authors_order = pd.merge(authors_df, author_order_df, on=["record", "creator"], how="inner")

# Merge with publication data on 'record' and sort by 'record' and 'ordinal'
final_df = pd.merge(authors_order, papers_df, on="record", how="left")
final_df.sort_values(by=["record", "ordinal"], inplace=True)

# Save final merged dataset to CSV
final_df.to_csv("data/final/dblp_ismir_inproceedings_final_merged_v1_fullIRI.csv", index=False, encoding="utf-8-sig")
print("Final merged data saved to data/final/dblp_ismir_inproceedings_final_merged_v1_fullIRI.csv")

Initial Output¶

Table 10. Example of Merged Dataset for the 2000-2024 ISMIR Papers Collection.

Click to expand/collapse table

record	creator	http://purl.org/spar/datacite/hasIdentifier_x	http://www.w3.org/1999/02/22-rdf-syntax-ns#type_x	http://www.w3.org/2000/01/rdf-schema#label_x	http://www.w3.org/2002/07/owl#differentFrom	http://www.w3.org/2002/07/owl#sameAs_x	https://dblp.org/rdf/schema#affiliation	https://dblp.org/rdf/schema#archivedWebpage_x	https://dblp.org/rdf/schema#awardWebpage	https://dblp.org/rdf/schema#creatorName	https://dblp.org/rdf/schema#creatorNote	https://dblp.org/rdf/schema#homepage	https://dblp.org/rdf/schema#orcid	https://dblp.org/rdf/schema#primaryAffiliation	https://dblp.org/rdf/schema#primaryCreatorName	https://dblp.org/rdf/schema#primaryHomepage	https://dblp.org/rdf/schema#webpage	https://dblp.org/rdf/schema#wikidata	https://dblp.org/rdf/schema#wikipedia	ordinal	http://purl.org/spar/datacite/hasIdentifier_y	http://www.w3.org/1999/02/22-rdf-syntax-ns#type_y	http://www.w3.org/2000/01/rdf-schema#label_y	http://www.w3.org/2002/07/owl#sameAs_y	https://dblp.org/rdf/schema#archivedWebpage_y	https://dblp.org/rdf/schema#authoredBy	https://dblp.org/rdf/schema#bibtexType	https://dblp.org/rdf/schema#createdBy	https://dblp.org/rdf/schema#documentPage	https://dblp.org/rdf/schema#doi	https://dblp.org/rdf/schema#hasSignature	https://dblp.org/rdf/schema#listedOnTocPage	https://dblp.org/rdf/schema#numberOfCreators	https://dblp.org/rdf/schema#pagination	https://dblp.org/rdf/schema#primaryDocumentPage	https://dblp.org/rdf/schema#publishedAsPartOf	https://dblp.org/rdf/schema#publishedIn	https://dblp.org/rdf/schema#publishedInBook	https://dblp.org/rdf/schema#publishedInStream	https://dblp.org/rdf/schema#title	https://dblp.org/rdf/schema#yearOfEvent	https://dblp.org/rdf/schema#yearOfPublication
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/75/5350-1	_:bn28759075; _:bn28759076	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Woo-Sung Choi 0001	NaN	https://orcid.org/0000-0003-2638-2097	Korea University, Seoul, South Korea	NaN	NaN	Woo-Sung Choi	NaN	http://intelligence.korea.ac.kr/members/wschoi/	https://orcid.org/0000-0003-2638-2097	Korea University, Seoul, South Korea	Woo-Sung Choi	http://intelligence.korea.ac.kr/members/wschoi/	NaN	NaN	NaN	1	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)	NaN	NaN	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf	NaN	_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/65/2574-3	_:bn28251060	https://dblp.org/rdf/schema#Person; https://dblp.org/rdf/schema#Creator	Minseok Kim 0003	NaN	NaN	Korea University, South Korea	NaN	NaN	Minseok Kim	NaN	NaN	NaN	Korea University, South Korea	Minseok Kim	NaN	NaN	NaN	NaN	2	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)	NaN	NaN	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf	NaN	_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/132/3591	_:bn25676739	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Jaehwa Chung	NaN	NaN	NaN	NaN	NaN	Jaehwa Chung	NaN	NaN	NaN	NaN	Jaehwa Chung	NaN	NaN	NaN	NaN	3	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)	NaN	NaN	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf	NaN	_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/43/5538	_:bn26966765	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Dae-Won Lee	NaN	NaN	NaN	NaN	NaN	Daewon Lee; Dae-Won Lee; DaeWon Lee	NaN	NaN	NaN	NaN	Dae-Won Lee	NaN	NaN	NaN	NaN	4	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)	NaN	NaN	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf	NaN	_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/45/3571	_:bn26810256	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Soon Young Jung	NaN	NaN	NaN	NaN	NaN	Soon Young Jung; Soon-Young Jung; Soonyoung Jung	NaN	NaN	NaN	NaN	Soon Young Jung	NaN	NaN	NaN	NaN	5	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)	NaN	NaN	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf	NaN	_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010F23	https://dblp.org/pid/216/1535	_:bn29345491; _:bn29345492; _:bn29345494; _:bn29345495	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Francisco J. Castellanos 0001	NaN	https://orcid.org/0000-0001-9949-5522	University of Alicante, Department of Software and Computing Systems, Spain	NaN	NaN	Francisco J. Castellanos	NaN	https://cvnet.cpd.ua.es/Directorio/Home/FichaPersona/114596; https://cvnet.cpd.ua.es/curriculum-breve/es/castellanos-regalado-francisco-jose/10063	https://orcid.org/0000-0001-9949-5522	University of Alicante, Department of Software and Computing Systems, Spain	Francisco J. Castellanos	https://cvnet.cpd.ua.es/curriculum-breve/es/castellanos-regalado-francisco-jose/10063	https://es.linkedin.com/in/francisco-josé-castellanos-regalado-b30095226; https://scholar.google.com/citations?user=ugPQHzEAAAAJ	NaN	NaN	1	_:bn10196657; _:bn10196658	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Francisco J. Castellanos et al.: A Few-Shot Neural Approach for Layout Analysis of Music Score Images. (2023)	http://dx.doi.org/10.5281/ZENODO.10265233; https://doi.org/10.5281/ZENODO.10265233	NaN	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	https://doi.org/10.5281/ZENODO.10265233	https://doi.org/10.5281/ZENODO.10265233	_:bn10196659; _:bn10196661; _:bn10196662	https://dblp.org/db/conf/ismir/ismir2023	3	106-113	https://doi.org/10.5281/ZENODO.10265233	https://dblp.org/rec/conf/ismir/2023	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	A Few-Shot Neural Approach for Layout Analysis of Music Score Images.	2023	2023
https://dblp.org/rec/conf/ismir/00010F23	https://dblp.org/pid/54/1887	_:bn26271162; _:bn26271184; _:bn26271173; _:bn26271151	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Antonio Javier Gallego 0001	NaN	http://www.wikidata.org/entity/Q57467138; https://orcid.org/0000-0003-3148-6886	University of Alicante, Spain	NaN	NaN	Antonio Javier Gallego Sánchez; Antonio Javier Gallego	NaN	http://www.dlsi.ua.es/~jgallego/	https://orcid.org/0000-0003-3148-6886	University of Alicante, Spain	Antonio Javier Gallego	http://www.dlsi.ua.es/~jgallego/	https://scholar.google.com/citations?user=fNIgWWQAAAAJ	http://www.wikidata.org/entity/Q57467138	NaN	2	_:bn10196657; _:bn10196658	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Francisco J. Castellanos et al.: A Few-Shot Neural Approach for Layout Analysis of Music Score Images. (2023)	http://dx.doi.org/10.5281/ZENODO.10265233; https://doi.org/10.5281/ZENODO.10265233	NaN	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	https://doi.org/10.5281/ZENODO.10265233	https://doi.org/10.5281/ZENODO.10265233	_:bn10196659; _:bn10196661; _:bn10196662	https://dblp.org/db/conf/ismir/ismir2023	3	106-113	https://doi.org/10.5281/ZENODO.10265233	https://dblp.org/rec/conf/ismir/2023	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	A Few-Shot Neural Approach for Layout Analysis of Music Score Images.	2023	2023
https://dblp.org/rec/conf/ismir/00010F23	https://dblp.org/pid/f/IchiroFujinaga	_:bn29108199; _:bn29108200	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Ichiro Fujinaga	NaN	NaN	McGill University, Montreal, Canada	NaN	NaN	Ichiro Fujinaga	NaN	http://www.music.mcgill.ca/~ich/	NaN	McGill University, Montreal, Canada	Ichiro Fujinaga	http://www.music.mcgill.ca/~ich/	https://dl.acm.org/profile/81337489012	NaN	NaN	3	_:bn10196657; _:bn10196658	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Francisco J. Castellanos et al.: A Few-Shot Neural Approach for Layout Analysis of Music Score Images. (2023)	http://dx.doi.org/10.5281/ZENODO.10265233; https://doi.org/10.5281/ZENODO.10265233	NaN	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	https://doi.org/10.5281/ZENODO.10265233	https://doi.org/10.5281/ZENODO.10265233	_:bn10196659; _:bn10196661; _:bn10196662	https://dblp.org/db/conf/ismir/ismir2023	3	106-113	https://doi.org/10.5281/ZENODO.10265233	https://dblp.org/rec/conf/ismir/2023	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	A Few-Shot Neural Approach for Layout Analysis of Music Score Images.	2023	2023
https://dblp.org/rec/conf/ismir/0001BASL21	https://dblp.org/pid/l/JinHaLee	_:bn28917133; _:bn28917131; _:bn28917130; _:bn28917128; _:bn28917129; _:bn28917126; _:bn28917127	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Jin Ha Lee 0001	NaN	http://www.wikidata.org/entity/Q130827345; http://www.wikidata.org/entity/Q50191795; https://orcid.org/0000-0002-9007-514X	University of Illinois at Urbana Champaign, Urbana, IL, USA; University of Washington, Seattle, WA, USA	NaN	NaN	Jin Ha Lee	NaN	http://www.jinhalee.com/	https://orcid.org/0000-0002-9007-514X	University of Washington, Seattle, WA, USA	Jin Ha Lee	http://www.jinhalee.com/	https://twitter.com/elegantlogic; https://dl.acm.org/profile/81332511159; https://scholar.google.com/citations?user=wNaqi0EAAAAJ	http://www.wikidata.org/entity/Q130827345; http://www.wikidata.org/entity/Q50191795	NaN	1	_:bn10203174	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Jin Ha Lee et al.: â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS. (2021)	NaN	NaN	https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	https://archives.ismir.net/ismir2021/paper/000044.pdf	NaN	_:bn10203175; _:bn10203176; _:bn10203177; _:bn10203178; _:bn10203179	https://dblp.org/db/conf/ismir/ismir2021	5	358-365	https://archives.ismir.net/ismir2021/paper/000044.pdf	https://dblp.org/rec/conf/ismir/2021	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS.	2021	2021
https://dblp.org/rec/conf/ismir/0001BASL21	https://dblp.org/pid/163/7773	_:bn26120254; _:bn26120255; _:bn26120256	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Arpita Bhattacharya	NaN	https://orcid.org/0000-0001-8890-5557; http://www.wikidata.org/entity/Q89203725	NaN	NaN	NaN	Arpita Bhattacharya	NaN	NaN	https://orcid.org/0000-0001-8890-5557	NaN	Arpita Bhattacharya	NaN	NaN	http://www.wikidata.org/entity/Q89203725	NaN	2	_:bn10203174	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Jin Ha Lee et al.: â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS. (2021)	NaN	NaN	https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	https://archives.ismir.net/ismir2021/paper/000044.pdf	NaN	_:bn10203175; _:bn10203176; _:bn10203177; _:bn10203178; _:bn10203179	https://dblp.org/db/conf/ismir/ismir2021	5	358-365	https://archives.ismir.net/ismir2021/paper/000044.pdf	https://dblp.org/rec/conf/ismir/2021	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS.	2021	2021

Total dataset size: 7,726 rows × 43 columns

Download the full dataset: dblp_ismir_inproceedings_final_merged_v1_fullIRI.csv

Step 3: Additional Data Modifications¶

Overview¶

The primary modifications involved pivoting the publication and author data and merging these pivoted datasets with author signature information to preserve author order (as described in the previous sections). Beyond these changes, only minimal adjustments were needed to produce the dataset reviewed in this report.

Omitted Properties¶

The property http://www.w3.org/2002/07/owl#differentFrom was omitted from the final dataset due to the absence of any values. All other properties were retained to provide researchers with the flexibility to review the dataset and determine which properities might relevant to their work.

Property-specific changes¶

Archived Webpage URLs¶

The original links to the archived webpages for author profiles and publications provided via dblp’s standard webpage interface are prepended with Wayback Machine prefixes (e.g., https://web.archive.org/web/*/") to support proper resolution. In contrast, the output dataset created for this project contains the unmodified URLs (broken links).

For example, the archived webpage for the ISMIR 2004 keynote speech, “Whose future is it?”, given by Phillip Aigrain, is listed on dblp’s website as: https://web.archive.org/web/*/https://ismir2004.ismir.net/proceedings/pha-ISMIR2004.pdf [29]

However, the link provided in the output dataset for the property archivedWebpage_y omits the Wayback prefix from the URL, which does not resolve correctly: https://ismir2004.ismir.net/proceedings/pha-ISMIR2004.pdf

A "404 Not Found" error message displayed when attempting to access an archived webpage URL from the output dataset.

To improve the functional accessibility of the archived resources, these links have been modified to reintroduce the Wayback prefixes. Notably, this only provides the user with the Wayback Machine search results related to all of the available captures for a given resource and does not provide a specific archived snapshot. Future work could further improve the dataset through integrating archival timestamps as well as status codes (especially for links that do not resolve).

Simplifying Column Headers¶

The outputs of the processed ISMIR datasets for both the proceedings volumes and conference papers currently display full IRIs (Internationalized Resource Identifiers) in the column headers, such as https://dblp.org/rdf/schema#affiliation. While the full IRIs help cross-reference dblp’s RDF schema and clarify the provenance and semantics of each field, simplifying the headers improves CSV readability. To achieve this, each full IRI is mapped to a shorter label. Prefixes are used in cases where naming collisions occur to ensure uniqueness (e.g., hasIdentifier_x and hasIdentifier_y). The next section provides a data dictionary that maps these short labels to their full IRIs for both datasets.

ISMIR Papers Dataset¶

Table 11. ISMIR Papers Dataset (Shortened IRI Headers)¶

Below is a sample of the final dataset for the ISMIR conference papers after the data transformation steps.

Click to expand/collapse table

dblp:Inproceedings	dblp:signatureCreator	datacite:hasIdentifier_x	rdf:type_x	rdfs:label_x	owl:sameAs_x	dblp:affiliation	dblp:archivedWebpage_x	dblp:awardWebpage	dblp:creatorName	dblp:creatorNote	dblp:homepage	dblp:orcid	dblp:primaryAffiliation	dblp:primaryCreatorName	dblp:primaryHomepage	dblp:webpage	dblp:wikidata	dblp:wikipedia	dblp:signatureOrdinal	datacite:hasIdentifier_y	rdf:type_y	rdfs:label_y	owl:sameAs_y	dblp:archivedWebpage_y	dblp:authoredBy	dblp:bibtexType	dblp:createdBy	dblp:documentPage	dblp:doi	dblp:hasSignature	dblp:listedOnTocPage	dblp:numberOfCreators	dblp:pagination	dblp:primaryDocumentPage	dblp:publishedAsPartOf	dblp:publishedIn	dblp:publishedInBook	dblp:publishedInStream	dblp:title	dblp:yearOfEvent	dblp:yearOfPublication
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/75/5350-1	_:bn28759075; _:bn28759076	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Woo-Sung Choi 0001	https://orcid.org/0000-0003-2638-2097	Korea University, Seoul, South Korea			Woo-Sung Choi		http://intelligence.korea.ac.kr/members/wschoi/	https://orcid.org/0000-0003-2638-2097	Korea University, Seoul, South Korea	Woo-Sung Choi	http://intelligence.korea.ac.kr/members/wschoi/				1	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)			https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf		_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/65/2574-3	_:bn28251060	https://dblp.org/rdf/schema#Person; https://dblp.org/rdf/schema#Creator	Minseok Kim 0003		Korea University, South Korea			Minseok Kim				Korea University, South Korea	Minseok Kim					2	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)			https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf		_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/132/3591	_:bn25676739	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Jaehwa Chung					Jaehwa Chung					Jaehwa Chung					3	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)			https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf		_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/43/5538	_:bn26966765	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Dae-Won Lee					Daewon Lee; Dae-Won Lee; DaeWon Lee					Dae-Won Lee					4	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)			https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf		_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010CLJ20	https://dblp.org/pid/45/3571	_:bn26810256	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Soon Young Jung					Soon Young Jung; Soon-Young Jung; Soonyoung Jung					Soon Young Jung					5	_:bn10198088	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Woo-Sung Choi et al.: Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation. (2020)			https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/132/3591; https://dblp.org/pid/43/5538; https://dblp.org/pid/45/3571; https://dblp.org/pid/65/2574-3; https://dblp.org/pid/75/5350-1	http://archives.ismir.net/ismir2020/paper/000046.pdf		_:bn10198089; _:bn10198090; _:bn10198091; _:bn10198092; _:bn10198093	https://dblp.org/db/conf/ismir/ismir2020	5	192-198	http://archives.ismir.net/ismir2020/paper/000046.pdf	https://dblp.org/rec/conf/ismir/2020	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation.	2020	2020
https://dblp.org/rec/conf/ismir/00010F23	https://dblp.org/pid/216/1535	_:bn29345491; _:bn29345492; _:bn29345494; _:bn29345495	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Francisco J. Castellanos 0001	https://orcid.org/0000-0001-9949-5522	University of Alicante, Department of Software and Computing Systems, Spain			Francisco J. Castellanos		https://cvnet.cpd.ua.es/Directorio/Home/FichaPersona/114596; https://cvnet.cpd.ua.es/curriculum-breve/es/castellanos-regalado-francisco-jose/10063	https://orcid.org/0000-0001-9949-5522	University of Alicante, Department of Software and Computing Systems, Spain	Francisco J. Castellanos	https://cvnet.cpd.ua.es/curriculum-breve/es/castellanos-regalado-francisco-jose/10063	https://es.linkedin.com/in/francisco-josé-castellanos-regalado-b30095226; https://scholar.google.com/citations?user=ugPQHzEAAAAJ			1	_:bn10196657; _:bn10196658	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Francisco J. Castellanos et al.: A Few-Shot Neural Approach for Layout Analysis of Music Score Images. (2023)	http://dx.doi.org/10.5281/ZENODO.10265233; https://doi.org/10.5281/ZENODO.10265233		https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	https://doi.org/10.5281/ZENODO.10265233	https://doi.org/10.5281/ZENODO.10265233	_:bn10196659; _:bn10196661; _:bn10196662	https://dblp.org/db/conf/ismir/ismir2023	3	106-113	https://doi.org/10.5281/ZENODO.10265233	https://dblp.org/rec/conf/ismir/2023	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	A Few-Shot Neural Approach for Layout Analysis of Music Score Images.	2023	2023
https://dblp.org/rec/conf/ismir/00010F23	https://dblp.org/pid/54/1887	_:bn26271162; _:bn26271184; _:bn26271173; _:bn26271151	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Antonio Javier Gallego 0001	http://www.wikidata.org/entity/Q57467138; https://orcid.org/0000-0003-3148-6886	University of Alicante, Spain			Antonio Javier Gallego Sánchez; Antonio Javier Gallego		http://www.dlsi.ua.es/~jgallego/	https://orcid.org/0000-0003-3148-6886	University of Alicante, Spain	Antonio Javier Gallego	http://www.dlsi.ua.es/~jgallego/	https://scholar.google.com/citations?user=fNIgWWQAAAAJ	http://www.wikidata.org/entity/Q57467138		2	_:bn10196657; _:bn10196658	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Francisco J. Castellanos et al.: A Few-Shot Neural Approach for Layout Analysis of Music Score Images. (2023)	http://dx.doi.org/10.5281/ZENODO.10265233; https://doi.org/10.5281/ZENODO.10265233		https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	https://doi.org/10.5281/ZENODO.10265233	https://doi.org/10.5281/ZENODO.10265233	_:bn10196659; _:bn10196661; _:bn10196662	https://dblp.org/db/conf/ismir/ismir2023	3	106-113	https://doi.org/10.5281/ZENODO.10265233	https://dblp.org/rec/conf/ismir/2023	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	A Few-Shot Neural Approach for Layout Analysis of Music Score Images.	2023	2023
https://dblp.org/rec/conf/ismir/00010F23	https://dblp.org/pid/f/IchiroFujinaga	_:bn29108199; _:bn29108200	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Ichiro Fujinaga		McGill University, Montreal, Canada			Ichiro Fujinaga		http://www.music.mcgill.ca/~ich/		McGill University, Montreal, Canada	Ichiro Fujinaga	http://www.music.mcgill.ca/~ich/	https://dl.acm.org/profile/81337489012			3	_:bn10196657; _:bn10196658	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Francisco J. Castellanos et al.: A Few-Shot Neural Approach for Layout Analysis of Music Score Images. (2023)	http://dx.doi.org/10.5281/ZENODO.10265233; https://doi.org/10.5281/ZENODO.10265233		https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/216/1535; https://dblp.org/pid/54/1887; https://dblp.org/pid/f/IchiroFujinaga	https://doi.org/10.5281/ZENODO.10265233	https://doi.org/10.5281/ZENODO.10265233	_:bn10196659; _:bn10196661; _:bn10196662	https://dblp.org/db/conf/ismir/ismir2023	3	106-113	https://doi.org/10.5281/ZENODO.10265233	https://dblp.org/rec/conf/ismir/2023	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	A Few-Shot Neural Approach for Layout Analysis of Music Score Images.	2023	2023
https://dblp.org/rec/conf/ismir/0001BASL21	https://dblp.org/pid/l/JinHaLee	_:bn28917133; _:bn28917131; _:bn28917130; _:bn28917128; _:bn28917129; _:bn28917126; _:bn28917127	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Jin Ha Lee 0001	http://www.wikidata.org/entity/Q130827345; http://www.wikidata.org/entity/Q50191795; https://orcid.org/0000-0002-9007-514X	University of Illinois at Urbana Champaign, Urbana, IL, USA; University of Washington, Seattle, WA, USA			Jin Ha Lee		http://www.jinhalee.com/	https://orcid.org/0000-0002-9007-514X	University of Washington, Seattle, WA, USA	Jin Ha Lee	http://www.jinhalee.com/	https://twitter.com/elegantlogic; https://dl.acm.org/profile/81332511159; https://scholar.google.com/citations?user=wNaqi0EAAAAJ	http://www.wikidata.org/entity/Q130827345; http://www.wikidata.org/entity/Q50191795		1	_:bn10203174	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Jin Ha Lee et al.: â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS. (2021)			https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	https://archives.ismir.net/ismir2021/paper/000044.pdf		_:bn10203175; _:bn10203176; _:bn10203177; _:bn10203178; _:bn10203179	https://dblp.org/db/conf/ismir/ismir2021	5	358-365	https://archives.ismir.net/ismir2021/paper/000044.pdf	https://dblp.org/rec/conf/ismir/2021	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS.	2021	2021
https://dblp.org/rec/conf/ismir/0001BASL21	https://dblp.org/pid/163/7773	_:bn26120254; _:bn26120255; _:bn26120256	https://dblp.org/rdf/schema#Creator; https://dblp.org/rdf/schema#Person	Arpita Bhattacharya	NaN	https://orcid.org/0000-0001-8890-5557; http://www.wikidata.org/entity/Q89203725	NaN	NaN	NaN	Arpita Bhattacharya	NaN	NaN	https://orcid.org/0000-0001-8890-5557	NaN	Arpita Bhattacharya	NaN	NaN	http://www.wikidata.org/entity/Q89203725	NaN	2	_:bn10203174	https://dblp.org/rdf/schema#Inproceedings; https://dblp.org/rdf/schema#Publication	Jin Ha Lee et al.: â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS. (2021)	NaN	NaN	https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	http://purl.org/net/nknouf/ns/bibtex#Inproceedings	https://dblp.org/pid/163/7773; https://dblp.org/pid/292/6214; https://dblp.org/pid/307/9649; https://dblp.org/pid/78/6802; https://dblp.org/pid/l/JinHaLee	https://archives.ismir.net/ismir2021/paper/000044.pdf	NaN	_:bn10203175; _:bn10203176; _:bn10203177; _:bn10203178; _:bn10203179	https://dblp.org/db/conf/ismir/ismir2021	5	358-365	https://archives.ismir.net/ismir2021/paper/000044.pdf	https://dblp.org/rec/conf/ismir/2021	ISMIR	ISMIR	https://dblp.org/streams/conf/ismir	â??Finding Homeâ?: Understanding How Music Supports Listenersâ?? Mental Health through a Case Study of BTS.	2021	2021

Total dataset size: 7,726 rows × 42 columns

Download the full dataset: dblp_ismir_inproceedings_final_merged_v2_shortheaders.csv

ISMIR Proceedings Volumes Dataset¶

Table 12. ISMIR Proceedings Volumes Dataset (Shortened IRI Headers)¶

Below is a sample of the final dataset for the ISMIR proceedings volumes after the data transformation steps.

Click to expand/collapse table

dblp:Editorship	datacite:hasIdentifier	rdf:type	rdfs:label	owl:sameAs	dblp:bibtexType	dblp:createdBy	dblp:editedBy	dblp:hasSignature	dblp:isbn	dblp:listedOnTocPage	dblp:numberOfCreators	dblp:publishedBy	dblp:publishedInStream	dblp:title	dblp:yearOfPublication
https://dblp.org/rec/conf/ismir/2000	_:bn10203589	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2000, 1st International Symposium on Music Information Retrieval, Plymouth, Massachusetts, USA, October 23-25, 2000, Proceedings (2000)		http://purl.org/net/nknouf/ns/bibtex#Proceedings					https://dblp.org/db/conf/ismir/ismir2000	0		https://dblp.org/streams/conf/ismir	ISMIR 2000, 1st International Symposium on Music Information Retrieval, Plymouth, Massachusetts, USA, October 23-25, 2000, Proceedings	2000
https://dblp.org/rec/conf/ismir/2001	_:bn10198082	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2001, 2nd International Symposium on Music Information Retrieval, Indiana University, Bloomington, Indiana, USA, October 15-17, 2001, Proceedings (2001)		http://purl.org/net/nknouf/ns/bibtex#Proceedings					https://dblp.org/db/conf/ismir/ismir2001	0		https://dblp.org/streams/conf/ismir	ISMIR 2001, 2nd International Symposium on Music Information Retrieval, Indiana University, Bloomington, Indiana, USA, October 15-17, 2001, Proceedings	2001
https://dblp.org/rec/conf/ismir/2002	_:bn10200112	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings (2002)		http://purl.org/net/nknouf/ns/bibtex#Proceedings					https://dblp.org/db/conf/ismir/ismir2002	0		https://dblp.org/streams/conf/ismir	ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings	2002
https://dblp.org/rec/conf/ismir/2003	_:bn10205697	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings (2003)		http://purl.org/net/nknouf/ns/bibtex#Proceedings					https://dblp.org/db/conf/ismir/ismir2003	0		https://dblp.org/streams/conf/ismir	ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings	2003
https://dblp.org/rec/conf/ismir/2004	_:bn10199396	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings (2004)		http://purl.org/net/nknouf/ns/bibtex#Proceedings					https://dblp.org/db/conf/ismir/ismir2004	0		https://dblp.org/streams/conf/ismir	ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings	2004
https://dblp.org/rec/conf/ismir/2005	_:bn10203793	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings (2005)		http://purl.org/net/nknouf/ns/bibtex#Proceedings					https://dblp.org/db/conf/ismir/ismir2005	0		https://dblp.org/streams/conf/ismir	ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings	2005
https://dblp.org/rec/conf/ismir/2006	_:bn10203436	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings (2006)		http://purl.org/net/nknouf/ns/bibtex#Proceedings					https://dblp.org/db/conf/ismir/ismir2006	0		https://dblp.org/streams/conf/ismir	ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings	2006
https://dblp.org/rec/conf/ismir/2007	_:bn10205975; _:bn10205976	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	Simon Dixon et al.: Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007 (2007)	urn:isbn:9783854032182	http://purl.org/net/nknouf/ns/bibtex#Proceedings	https://dblp.org/pid/11/7013; https://dblp.org/pid/41/5686; https://dblp.org/pid/84/3672	https://dblp.org/pid/11/7013; https://dblp.org/pid/41/5686; https://dblp.org/pid/84/3672	_:bn10205977; _:bn10205978; _:bn10205979	urn:isbn:9783854032182	https://dblp.org/db/conf/ismir/ismir2007	3	Austrian Computer Society	https://dblp.org/streams/conf/ismir	Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007	2007
https://dblp.org/rec/conf/ismir/2008	_:bn10200890; _:bn10200891	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	Juan Pablo Bello et al.: ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008 (2008)	urn:isbn:9780615248493	http://purl.org/net/nknouf/ns/bibtex#Proceedings	https://dblp.org/pid/44/231; https://dblp.org/pid/56/4223; https://dblp.org/pid/60/128	https://dblp.org/pid/44/231; https://dblp.org/pid/56/4223; https://dblp.org/pid/60/128	_:bn10200892; _:bn10200895; _:bn10200896	urn:isbn:9780615248493	https://dblp.org/db/conf/ismir/ismir2008	3		https://dblp.org/streams/conf/ismir	ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008	2008
https://dblp.org/rec/conf/ismir/2009	_:bn10200568; _:bn10200569	https://dblp.org/rdf/schema#Editorship; https://dblp.org/rdf/schema#Publication	Keiji Hirata et al.: Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009 (2009)	urn:isbn:9780981353708	http://purl.org/net/nknouf/ns/bibtex#Proceedings	https://dblp.org/pid/17/1476-1; https://dblp.org/pid/84/4993; https://dblp.org/pid/t/GeorgeTzanetakis	https://dblp.org/pid/17/1476-1; https://dblp.org/pid/84/4993; https://dblp.org/pid/t/GeorgeTzanetakis	_:bn10200570; _:bn10200571; _:bn10200573	urn:isbn:9780981353708	https://dblp.org/db/conf/ismir/ismir2009	3	International Society for Music Information Retrieval	https://dblp.org/streams/conf/ismir	Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009	2009

Total dataset size: 25 rows × 19 columns

Download the full dataset: dblp_ismir_proceedings_final_shortheaders.csv