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Research Output

2020

The HathiTrust Digital Library’s potential for musicology research

Downie, J. S., Bhattacharyya, S., Giannetti, F., Koehl, E. D. & Organisciak, P., Jan 1 2020, (Accepted/In press) In : International Journal on Digital Libraries.

Research output: Contribution to journalArticle

2019

A trend analysis on concreteness of popular song lyrics

Choi, K. & Downie, J. S., Nov 20 2019, Proceedings of DLfM 2019: The 6th International Conference on Digital Libraries for Musicology, a Satellite Event of ISMIR 2019. Association for Computing Machinery, p. 43-52 10 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Capisco: low-cost concept-based access to digital libraries

Hinze, A., Bainbridge, D., Cunningham, S. J., Taube-Schock, C., Matamua, R., Downie, J. S. & Rasmussen, E., Dec 1 2019, In : International Journal on Digital Libraries. 20, 4, p. 307-334 28 p.

Research output: Contribution to journalArticle

Combine or connect: Practical experiences querying library linked data

Weigl, D. M., Kudeki, D. E., Cole, T. W., Downie, J. S., Jett, J. & Page, K. R., Jan 1 2019, In : Proceedings of the Association for Information Science and Technology. 56, 1, p. 296-305 10 p.

Research output: Contribution to journalArticle

Using the HTRC data capsule model to promote reuse and evolution of experimental analysis of digital library data: A case study of topic modeling

Bainbridge, D., Nichols, D. M., Hinze, A. & Downie, J. S., Jun 2019, Proceedings - 2019 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2019. Bonn, M., Wu, D., Downie, S. J. & Martaus, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 463-464 2 p. 8791136. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

At the Nexus of Data and Collections: New Affordances in the Age of Mass-Scale Digital Libraries

Stephen Downie, J., Lorang, E., Soh, L. K., Bainbridge, D., McIntyre, S. & Page, K., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 313-314 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploratory Investigation of Word Embedding in Song Lyric Topic Classification: Promising Preliminary Results

Choi, K. & Stephen Downie, J., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 327-328 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

JazzCats: Navigating an RDF triplestore of integrated performance metadata

Bangert, D., Downie, J. S., Nurmikko-Fuller, T. & Hao, Y., Sep 28 2018, Proceedings of DLfM 2018: 5th International Conference on Digital Libraries for Musicology. Association for Computing Machinery, p. 74-77 4 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

JCDL 2018 Doctoral Consortium

Stephen Downie, J., Zavalina, O. L. & Jayarathna, S., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 433-434 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MEDDLEing with Digital Library Searches: Surmounting User Model and System Misalignments through Lightweight Bespoke Proxying

Bainbridge, D., Hinze, A., Cunningham, S. J. & Stephen Downie, J., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 409-410 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mood metadata on Chinese music websites: an exploratory study with user feedback

Hu, X., Cheong, C. W. L., Zhang, S. & Downie, J. S., Oct 8 2018, In : Online Information Review. 42, 6, p. 864-879 16 p.

Research output: Contribution to journalArticle

Music artist similarity: An exploratory study on a large-scale dataset of online streaming services

Hu, X., Tam, I. K. K., Liu, M. & Downie, J. S., Jan 1 2018, Transforming Digital Worlds - 13th International Conference, iConference 2018, Proceedings. Chowdhury, G., McLeod, J., Gillet, V. & Willett, P. (eds.). Springer-Verlag Berlin Heidelberg, p. 378-383 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10766 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Providing Pin-point Page-level Precision to 1 Trillion Tokens of Text for Workset Creation

Bainbridge, D., Stephen Downie, J. & Capitanu, B., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 407-408 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Seeding Strategies for Semantic Disambiguation

Hinze, A., Bainbridge, D., Wilkins, R., Taube-Schock, C. & Stephen Downie, J., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 343-344 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Swinging triples: Bridging jazz performance datasets using linked data

Nurmikko-Fuller, T., Bangert, D., Hao, Y. & Downie, J. S., Oct 9 2018, Proceedings of SAAM 2018: 1st International Workshop on Semantic Applications for Audio and Music. Association for Computing Machinery, p. 42-45 4 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Worksets Expand the Scholarly Utility of Digital Libraries

Page, K. R., Jett, J., Cole, T. W., Kudeki, D., Bainbridge, D., Organisciak, P. & Stephen Downie, J., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 371-372 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

A framework for evaluating multimodal music mood classification

Hu, X., Choi, K. & Downie, J. S., Feb 1 2017, In : Journal of the Association for Information Science and Technology. 68, 2, p. 273-285 13 p.

Research output: Contribution to journalArticle

All for One and One for All: Reconciling Research and Production Values at the HathiTrust through User-Scripting

Bainbridge, D. & Downie, J. S., Jul 25 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017. Institute of Electrical and Electronics Engineers Inc., 7991591. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cross-cultural aspects of perceptual features in K-pop: A pilot study comparing Chinese and Swedish listeners

Friberg, A., Choi, K., Schön, R., Downie, J. S. & Elowsson, A., Jan 1 2017, 2017 ICMC/EMW - 43rd International Computer Music Conference and the 6th International Electronic Music Week. Shanghai Conservatory of Music, p. 291-296 6 p. (2017 ICMC/EMW - 43rd International Computer Music Conference and the 6th International Electronic Music Week).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploring the music library association mailing list: A text mining approach

Hu, X., Choi, K., Hao, Y., Cunningham, S. J., Lee, J. H., Laplante, A., Bainbridge, D. & Downie, J. S., Jan 1 2017, Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017. Cunningham, S. J., Duan, Z., Hu, X. & Turnbull, D. (eds.). International Society for Music Information Retrieval, p. 302-308 7 p. (Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information-Seeking in Large-Scale Digital Libraries: Strategies for Scholarly Workset Creation

Weigl, D. M., Page, K. R., Organisciak, P. & Downie, J. S., Jul 25 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017. Institute of Electrical and Electronics Engineers Inc., 7991583. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The MIREX grand challenge: A framework of holistic user-experience evaluation in music information retrieval

Hu, X., Lee, J. H., Bainbridge, D., Choi, K., Organisciak, P. & Downie, J. S., Jan 1 2017, In : Journal of the Association for Information Science and Technology. 68, 1, p. 97-112 16 p.

Research output: Contribution to journalArticle

Towards Publishing Secure Capsule-Based Analysis

Murdock, J., Jett, J., Cole, T., Ma, Y., Downie, J. S. & Plale, B., Jul 25 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017. Institute of Electrical and Electronics Engineers Inc., 7991585. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Writers of the lost paper: A case study on barriers to (re-) finding publications

Bainbridge, D., Cunningham, S. J., Hinze, A. & Downie, J. S., Jan 1 2017, Digital Libraries: Data, Information, and Knowledge for Digital Lives - 19th International Conference on Asia-Pacific Digital Libraries, ICADL 2017, Proceedings. Cunningham, S. J., Choemprayong, S. & Crestani, F. (eds.). Springer-Verlag, p. 212-224 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10647 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

Enhancing scholarly use of digital libraries: A comparative survey and review of bibliographic metadata ontologies

Jett, J., Nurmikko-Fuller, T., Cole, T. W., Page, K. R. & Downie, J. S., Sep 1 2016, JCDL 2016 - Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 35-44 10 p. 7559562. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2016-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploring J-DISC: Some preliminary analyses

Hao, Y., Choi, K. & Downie, J. S., Aug 12 2016, Proceedings - DLfM 2016: 3rd International Workshop on Digital Libraries for Musicology - A Satellite Workshop of the International Society for Music Information Retrieval (ISMIR) Conference 2016. Association for Computing Machinery, p. 41-44 4 p. 2970050. (ACM International Conference Proceeding Series; vol. 12-August-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Low-cost semantic enhancement to digital library metadata and indexing: Simple yet effective strategies

Bainbridge, D., Hinze, A., Cunningham, S. J. & Downie, J. S., Sep 1 2016, JCDL 2016 - Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 93-102 10 p. 7559569. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2016-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Music subject classification based on lyrics and user interpretations

Choi, K., Lee, J. H., Hu, X. & Downie, J. S., Jan 1 2016, In : Proceedings of the Association for Information Science and Technology. 53, 1, p. 1-10 10 p.

Research output: Contribution to journalArticle

The HathiTrust Research Center: Exploring the Full-Text Frontier.

DOWNIE, J. STEPHEN., FURLOUGH, MIKE., McDONALD, ROBERT. H., NAMACHCHIVAYA, BETH., PLALE, BETH. A. & UNSWORTH, JOHN., May 1 2016, EDUCAUSE Review, 51, 3, p. 50-51 2 p.

Research output: Contribution to specialist publicationArticle

Toward accessible course content: Challenges and opportunities for libraries and information systems

Fenlon, K., Wood, L. C., Downie, J. S., Han, R. & Kinnaman, A. O., Jan 1 2016, In : Proceedings of the Association for Information Science and Technology. 53, 1, p. 1-10 10 p.

Research output: Contribution to journalArticle

WIMIR: An informetric study on women authors in ISMIR

Hu, X., Choi, K., Lee, J. H., Laplante, A., Hao, Y., Cunningham, S. J. & Downie, J. S., Jan 1 2016, Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016. Mandel, M. I., Devaney, J., Turnbull, D. & Tzanetakis, G. (eds.). International Society for Music Information Retrieval, p. 765-771 7 p. (Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

A fragmentizing interface to a large corpus of digitized text: (Post)humanism and non-consumptive reading via features

Bhattacharyya, S., Organisciak, P. & Downie, J. S., Jan 1 2015, In : Interdisciplinary Science Reviews. 40, 1, p. 61-77 17 p.

Research output: Contribution to journalArticle

Building Complex Research Collections in Digital Libraries: A Survey of Ontology Implications

Nurmikko-Fuller, T., Page, K. R., Willcox, P., Jett, J., Maden, C., Cole, T., Fallaw, C., Senseney, M. & Downie, J. S., Jun 21 2015, JCDL 2015 - Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 169-172 4 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2015-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cochlear pitch class profile for cover song identification

Chen, N., Downie, J. S., Xiao, H. D. & Zhu, Y., Jul 10 2015, In : Applied Acoustics. 99, p. 92-96 5 p., 5592.

Research output: Contribution to journalArticle

Improving Access to Large-scale Digital Libraries ThroughSemantic-enhanced Search and Disambiguation

Hinze, A., Taube-Schock, C., Bainbridge, D., Matamua, R. & Downie, J. S., Jun 21 2015, JCDL 2015 - Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 147-156 10 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2015-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improving Consistency of Crowdsourced Multimedia Similarity for Evaluation

Organisciak, P. & Downie, J. S., Jun 21 2015, JCDL 2015 - Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 115-118 4 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2015-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mirex grand challenge 2014 user experience: Qualitative analysis of user feedback

Lee, J. H., Hu, X., Choi, K. & Downie, J. S., Jan 1 2015, Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015. Muller, M. & Wiering, F. (eds.). International Society for Music Information Retrieval, p. 779-785 7 p. (Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modified perceptual linear prediction liftered cepstrum (MPLPLC) model for pop cover song recognition

Chen, N., Downie, J. S., Xiao, H., Zhu, Y. & Zhu, J., Jan 1 2015, Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015. Muller, M. & Wiering, F. (eds.). International Society for Music Information Retrieval, p. 598-604 7 p. (Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Music Information Retrieval

Burgoyne, J. A., Fujinaga, I. & Stephen Downie, J., Nov 30 2015, A New Companion to Digital Humanities. Wiley-Blackwell, p. 213-228 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Topic Modeling Users' Interpretations of Songs to Inform Subject Access in Music Digital Libraries

Choi, K., Lee, J. H., Willis, C. & Downie, J. S., Jun 21 2015, JCDL 2015 - Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-June. p. 183-186 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

A cross-cultural study of mood in K-pop songs

Hu, X., Lee, J. H., Choi, K. & Downie, J. S., Jan 1 2014, p. 385-390. 6 p.

Research output: Contribution to conferencePaper

A musical progression with greenstone: How music content analysis and linked data is helping redefine the boundaries to a music digital library

Bainbridge, D., Hu, X. & Downie, J. S., Sep 12 2014, Proceedings - DLfM 2014: 1st International Workshop on Digital Libraries for Musicology, co-located with the ACM/IEEE Joint Conference on Digital Libraries, JCDL 2014 and International Conference on Theory and Practice of Digital Libraries, TPDL 2014. Association for Computing Machinery, 18. (ACM International Conference Proceeding Series; vol. 12-September-2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scholar-built collections: A study of user requirements for research in large-scale digital libraries

Fenlon, K., Senseney, M., Green, H. E., Bhattacharyya, S., Willis, C. & Downie, J. S., Jan 1 2014, In : Proceedings of the ASIST Annual Meeting. 51, 1, 10 p.

Research output: Contribution to journalArticle

Ten years of MIREX: Reflections, challenges and opportunities

Stephen Downie, J., Hu, X., Lee, J. H., Choi, K., Cunningham, S. J. & Hao, Y., Jan 1 2014, p. 657-662. 6 p.

Research output: Contribution to conferencePaper

The HathiTrust corpus: A Digital Library for musicology research?

Downie, J. S., Dougan, K., Bhattacharyya, S. & Fallaw, C., Sep 12 2014, Proceedings - DLfM 2014: 1st International Workshop on Digital Libraries for Musicology, co-located with the ACM/IEEE Joint Conference on Digital Libraries, JCDL 2014 and International Conference on Theory and Practice of Digital Libraries, TPDL 2014. Association for Computing Machinery, 19. (ACM International Conference Proceeding Series; vol. 12-September-2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

What is this song about anyway? Automatic classification of subject using user interpretations and lyrics

Choi, K., Lee, J. H. & Downie, J. S., Dec 1 2014, 2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014. Institute of Electrical and Electronics Engineers Inc., p. 453-454 2 p. 6970221

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

Big data at scale for digital humanities: An architecture for the HathiTrust research center

Kowalczyk, S. T., Sun, Y., Peng, Z., Plale, B., Todd, A., Auvil, L., Willis, C., Zeng, J., Pathirage, M., Liyanage, S., Ruan, G. & Downie, J. S., Oct 31 2013, Big Data Management, Technologies, and Applications. Hu, W-C. & Kaabouch, N. (eds.). IGI Global, p. 270-294 25 p.

Research output: Chapter in Book/Report/Conference proceedingChapter