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ORCIDJ. Stephen Downie
John Stephen Downie
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- affiliation: University of Illinois at Urbana-Champaign, Champaign, IL, USA
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2020 – today
- 2025
[p2]Glen Layne-Worthey, J. Stephen Downie, Janet Swatscheno, Nikolaus Nova Parulian, Jill P. Naiman, Benjamin M. Schmidt, Peter Organisciak, Ted Underwood, Ryan Dubnicek:
Making more sense with machines: artificial intelligence at the HathiTrust Research Center. Navigating Artificial Intelligence for Cultural Heritage Organisations 2025: 135-166- [e5]Lise Jaillant, Claire Warwick, Paul Gooding, Katherine Aske, Glen Layne-Worthey, J. Stephen Downie:
Navigating Artificial Intelligence for Cultural Heritage Organisations. UCL Press, London, UK 2025 [contents] - 2024
- [j26]Glen Layne-Worthey, J. Stephen Downie
:
Guest editorial: Artificial intelligence for cultural heritage materials. J. Documentation 80(5): 1025-1030 (2024) - [j25]J. Stephen Downie, Dana McKay, Hussein Suleman:
Editorial to special issue of IJDL: digital library research at the inception of a pandemic. Int. J. Digit. Libr. 25(2): 137-138 (2024) - [j24]Yuerong Hu, Zoe LeBlanc, Jana Diesner, Ted Underwood, Glen Layne-Worthey, J. Stephen Downie:
Complexities of leveraging user-generated book reviews for scholarly research: transiency, power dynamics, and cultural dependency. Int. J. Digit. Libr. 25(2): 317-340 (2024) - [c138]Manika Lamba, You Peng, Sophie Nikolov, John Stephen Downie:
AckSent: Human Annotated Dataset of Support and Sentiments in Dissertation Acknowledgments. JCDL 2024: 33:1-33:5 - [i3]Faizhal Arif Santosa, Manika Lamba, Crissandra George, J. Stephen Downie:
Coconut Libtool: Bridging Textual Analysis Gaps for Non-Programmers. CoRR abs/2406.05949 (2024) - 2023
- [j23]Davy Tsz Kit Ng, Min Lee, Roy Jun Yi Tan, Xiao Hu, J. Stephen Downie, Samuel Kai Wah Chu:
A review of AI teaching and learning from 2000 to 2020. Educ. Inf. Technol. 28(7): 8445-8501 (2023) - [c137]John A. Walsh, Glen Layne-Worthey, Jacob Jett, Boris Capitanu, Peter Organisciak, Ryan Dubnicek, J. Stephen Downie:
"The library is open!": Open data and an open API for the HathiTrust Digital Library. CHR 2023: 703-714 - [c136]Yuerong Hu, Ted Underwood, Glen Layne-Worthey, J. Stephen Downie:
Cross-Cultural Classics: Preliminary Findings from Goodreads Based in the U.S. and Douban Based in China. DH 2023 - [c135]David Bainbridge, Rachel Cowgill, Frankie Perry, John Stephen Downie, Alan J. Dix, Michael B. Twidale:
Collaborative Musicology: Designing a Digital Library of Musical Events Ephemera. DLfM 2023: 119-127 - [c134]Yuerong Hu, Glen Layne-Worthey, Alaine Martaus, J. Stephen Downie, Jana Diesner:
Research with User-Generated Book Review Data: Legal and Ethical Pitfalls and Contextualized Mitigations. iConference (1) 2023: 163-186 - [c133]Wenyi Shang, Ryan Cordell, J. Stephen Downie:
Book Size, Book Format: Historical Relationship in the HathiTrust Digital Library Metadata (1500-1799). JCDL 2023: 279-281 - [i2]Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie:
Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections. CoRR abs/2305.02291 (2023) - 2022
- [j22]Peter Organisciak, Benjamin M. Schmidt, J. Stephen Downie:
Giving shape to large digital libraries through exploratory data analysis. J. Assoc. Inf. Sci. Technol. 73(2): 317-332 (2022) - [j21]Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie:
Evaluating BERT-based scientific relation classifiers for scholarly knowledge graph construction on digital library collections. Int. J. Digit. Libr. 23(2): 197-215 (2022) - [c132]Nikolaus Nova Parulian, Ryan Dubnicek, Glen Worthey, Daniel J. Evans, John A. Walsh, J. Stephen Downie:
Uncovering Black Fantastic: Piloting A Word Feature Analysis and Machine Learning Approach for Genre Classification. ASIST 2022: 242-250 - [c131]Alan J. Dix, Charlotte Armstrong, Rachel Cowgill, Michael B. Twidale, Christina Bashford, J. Stephen Downie, Rupert Ridgewell, Maureen Reagan:
FAIR but Flexible: Designing for Dynamic User Contributions in Digital Musicology Resources. DLfM 2022: 41-49 - [c130]Nikolaus Nova Parulian, Glen Worthey, J. Stephen Downie:
An Ensemble Framework for Dynamic Character Relationship Sentiment in Fiction. iConference (1) 2022: 414-424 - [c129]Yuerong Hu, Zoe LeBlanc, Jana Diesner, Ted Underwood, Glen Layne-Worthey, J. Stephen Downie:
Complexities associated with user-generated book reviews in digital libraries: temporal, cultural, and political case studies. JCDL 2022: 30 - [c128]Ming Jiang, Ryan C. Dubnicek, Glen Worthey, Ted Underwood, J. Stephen Downie:
A prototype gutenberg-hathitrust sentence-level parallel corpus for OCR error analysis: pilot investigations. JCDL 2022: 45 - 2021
- [c127]Ming Jiang, Yuerong Hu, Glen Worthey, Ryan C. Dubnicek, Ted Underwood, J. Stephen Downie:
Impact of OCR Quality on BERT Embeddings in the Domain Classification of Book Excerpts. CHR 2021: 266-279 - [c126]Charlotte Armstrong, Rachel Cowgill, Alan J. Dix, Christina Bashford, J. Stephen Downie, Michael B. Twidale, Maureen Reagan, Rupert Ridgewell:
Towards a Foundation for Collaborative Digital Archiving with Local Concert-Giving Organisations. DLfM 2021: 41-49 - [c125]Ming Jiang, Yuerong Hu, Glen Worthey, Ryan C. Dubnicek, Ted Underwood, J. Stephen Downie:
Evaluating BERT's Encoding of Intrinsic Semantic Features of OCR'd Digital Library Collections. JCDL 2021: 308-309 - [e4]J. Stephen Downie, Dana McKay, Hussein Suleman, David M. Nichols, Faryaneh Poursardar:
ACM/IEEE Joint Conference on Digital Libraries, JCDL 2021, Champaign, IL, USA, September 27-30, 2021. IEEE 2021, ISBN 978-1-6654-1770-9 [contents] - 2020
- [j20]J. Stephen Downie, Sayan Bhattacharyya, Francesca Giannetti, Eleanor Dickson Koehl, Peter Organisciak:
The HathiTrust Digital Library's potential for musicology research. Int. J. Digit. Libr. 21(4): 343-358 (2020) - [c124]Jacob Jett, Deren Kudeki, Glen Worhtley, Timothy W. Cole, J. Stephen Downie:
Applying BIBFRAME in large-scale digital libraries: The H athi T rust R esearch C enter's experience. ASIST 2020 - [c123]Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie:
Targeting precision: A hybrid scientific relation extraction pipeline for improved scholarly knowledge organization. ASIST 2020 - [c122]Brandon Sepulvado, Jacob Jett, J. Stephen Downie:
The collaborative structure of synthetic biology ethics. ASIST 2020 - [c121]David Bainbridge, J. Stephen Downie, Hemi Whaanga:
An Open Data Approach to Revealing Indigenous Texts in Large-Scale Digital Repositories: A Case-Study of Locating Pages of Māori Text in the HathiTrust. DH 2020 - [c120]Jacob Jett, Boris Capitanu, Deren Kudeki, Timothy W. Cole, J. Stephen Downie:
Extending the Utility of the HTRC Extracted Features Dataset Through Linked Data. DH 2020 - [c119]Nikolaus Nova Parulian, Kristina Hall, Ryan Dubnicek, Yuerong Hu, J. Stephen Downie:
Evaluating a Machine Learning Approach to Identifying Expressive Content at Page Level in HathiTrust. DH 2020 - [c118]Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie:
Improving Scholarly Knowledge Representation: Evaluating BERT-Based Models for Scientific Relation Classification. ICADL 2020: 3-19 - [c117]Yuerong Hu, Ming Jiang, Ted Underwood, J. Stephen Downie:
Improving Digital Libraries' Provision of Digital Humanities Datasets: A Case Study of HTRC Literature Dataset. JCDL 2020: 405-408 - [i1]Ming Jiang, Jennifer D'Souza, Sören Auer, J. Stephen Downie:
Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification. CoRR abs/2004.06153 (2020)
2010 – 2019
- 2019
- [j19]Kevin R. Page, J. Stephen Downie:
Guest editors' introduction to the special issue on digital libraries for musicology. Int. J. Digit. Libr. 20(1): 1-2 (2019) - [j18]Annika Hinze, David Bainbridge, Sally Jo Cunningham, Craig Taube-Schock, Rangi Matamua, J. Stephen Downie, Edie Rasmussen:
Capisco: low-cost concept-based access to digital libraries. Int. J. Digit. Libr. 20(4): 307-334 (2019) - [j17]Oksana L. Zavalina, J. Stephen Downie, Sampath Jayarathna-Chairs:
Introduction to the 2018 Joint Conference on Digital Libraries Doctoral Consortium Issue. Bull. IEEE Tech. Comm. Digit. Libr. 15(1) (2019) - [c116]David M. Weigl, Deren Kudeki, Timothy W. Cole, J. Stephen Downie, Jacob Jett, Kevin R. Page:
Combine or connect: Practical experiences querying library linked data. ASIST 2019: 296-305 - [c115]Xiao Hu, Jia Shan, Jing Chen, J. Stephen Downie:
Affording cross-cultural access to visualized cultural collections: A preliminary case study of e-dunhuang. ASIST 2019: 669-671 - [c114]Kahyun Choi, J. Stephen Downie:
A Trend Analysis on Concreteness of Popular Song Lyrics. DLfM 2019: 43-52 - [c113]David Bainbridge, David M. Nichols, Annika Hinze, J. Stephen Downie:
Using the HTRC Data Capsule Model to Promote Reuse and Evolution of Experimental Analysis of Digital Library Data: A Case Study of Topic Modeling. JCDL 2019: 463-464 - [e3]Maria Bonn, Dan Wu, J. Stephen Downie, Alaine Martaus:
19th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2019, Champaign, IL, USA, June 2-6, 2019. IEEE 2019, ISBN 978-1-7281-1547-4 [contents] - 2018
- [j16]Xiao Hu, Christy W. L. Cheong, Siwei Zhang, J. Stephen Downie:
Mood metadata on Chinese music websites: an exploratory study with user feedback. Online Inf. Rev. 42(6): 864-879 (2018) - [j15]Jiangping Chen, J. Stephen Downie, Sampath Jayarathna:
Introduction to the 2017 Joint Conference on Digital Libraries Doctoral Consortium Issue. Bull. IEEE Tech. Comm. Digit. Libr. 14(1) (2018) - [c112]Daniel Bangert, Terhi Nurmikko-Fuller, J. Stephen Downie, Yun Hao:
Jazzcats: navigating an RDF triplestore of integrated performance metadata. DLfm 2018: 74-77 - [c111]Xiao Hu, Ira Keung Kit Tam, Meijun Liu, J. Stephen Downie:
Music Artist Similarity: An Exploratory Study on a Large-Scale Dataset of Online Streaming Services. iConference 2018: 378-383 - [c110]J. Stephen Downie, Elizabeth Lorang, Leen-Kiat Soh, David Bainbridge, Sandra A. McIntyre, Kevin R. Page:
At the Nexus of Data and Collections: New Affordances in the Age of Mass-Scale Digital Libraries. JCDL 2018: 313-314 - [c109]Kahyun Choi, J. Stephen Downie:
Exploratory Investigation of Word Embedding in Song Lyric Topic Classification: Promising Preliminary Results. JCDL 2018: 327-328 - [c108]Annika Hinze, David Bainbridge, Rebekah Wilkins, Craig Taube-Schock, J. Stephen Downie:
Seeding Strategies for Semantic Disambiguation. JCDL 2018: 343-344 - [c107]Kevin R. Page, Jacob Jett, Timothy W. Cole, Deren Kudeki, David Bainbridge, Peter Organisciak, J. Stephen Downie:
Worksets Expand the Scholarly Utility of Digital Libraries. JCDL 2018: 371-372 - [c106]David Bainbridge, J. Stephen Downie, Boris Capitanu:
Providing Pin-point Page-level Precision to 1 Trillion Tokens of Text for Workset Creation. JCDL 2018: 407-408 - [c105]David Bainbridge, Annika Hinze, Sally Jo Cunningham, J. Stephen Downie:
MEDDLEing with Digital Library Searches: Surmounting User Model and System Misalignments through Lightweight Bespoke Proxying. JCDL 2018: 409-410 - [c104]J. Stephen Downie, Oksana L. Zavalina, Sampath Jayarathna:
JCDL 2018 Doctoral Consortium. JCDL 2018: 433-434 - [c103]Terhi Nurmikko-Fuller, Daniel Bangert, Yun Hao, J. Stephen Downie:
Swinging Triples: Bridging Jazz Performance Datasets using Linked Data. SAAM@ISWC 2018: 42-45 - 2017
- [j14]Xiao Hu, Jin Ha Lee, David Bainbridge, Kahyun Choi, Peter Organisciak, J. Stephen Downie:
The MIREX grand challenge: A framework of holistic user-experience evaluation in music information retrieval. J. Assoc. Inf. Sci. Technol. 68(1): 97-112 (2017) - [j13]Xiao Hu, Kahyun Choi, J. Stephen Downie:
A framework for evaluating multimodal music mood classification. J. Assoc. Inf. Sci. Technol. 68(2): 273-285 (2017) - [j12]J. Stephen Downie, Uma Murthy:
Introduction to the 2016 Joint Conference on Digital Libraries Doctoral Consortium Issue. Bull. IEEE Tech. Comm. Digit. Libr. 13(2) (2017) - [c102]Jacob Jett, Timothy W. Cole, J. Stephen Downie:
Exploiting graph-based data to realize new functionalities for scholar-built worksets. ASIST 2017: 716-717 - [c101]Sayan Bhattacharyya, Christi Merrill, Peter Organisciak, Benjamin M. Schmidt, Loretta Auvil, Erez Lieberman Aiden, J. Stephen Downie:
Big-Data Oriented Text Analysis For The Humanities: Pedagogical Use Of The HathiTrust+Bookworm Tool. DH 2017 - [c100]Eleanor F. Dickson, Daniel G. Tracy, Sandra A. McIntyre, Bobby Glushko, Robert H. McDonald, Brandon Butler, J. Stephen Downie:
Creating a Policy Framework for Analytic Access to In-Copyright Works for Non-Consumptive Research. DH 2017 - [c99]Kevin R. Page, Terhi Nurmikko-Fuller, Timothy W. Cole, J. Stephen Downie:
Building Worksets for Scholarship by Linking Complementary Corpora. DH 2017 - [c98]David Bainbridge, Sally Jo Cunningham, Annika Hinze, J. Stephen Downie:
Writers of the Lost Paper: A Case Study on Barriers to (Re-) Finding Publications. ICADL 2017: 212-224 - [c97]Anders Friberg, Ragnar Schön, Anders Elowsson, Kahyun Choi, J. Stephen Downie:
Cross-cultural aspects of perceptual features in K-Pop: A pilot study comparing Chinese and Swedish listeners. ICMC 2017 - [c96]Xiao Hu, Kahyun Choi, Yun Hao, Sally Jo Cunningham, Jin Ha Lee, Audrey Laplante, David Bainbridge, J. Stephen Downie:
Exploring the Music Library Association Mailing List: A Text Mining Approach. ISMIR 2017: 302-308 - [c95]David M. Weigl, Kevin R. Page, Peter Organisciak, J. Stephen Downie:
Information-Seeking in Large-Scale Digital Libraries: Strategies for Scholarly Workset Creation. JCDL 2017: 253-256 - [c94]Jaimie Murdock, Jacob Jett, Timothy W. Cole, Yu Ma, J. Stephen Downie, Beth Plale:
Towards Publishing Secure Capsule-Based Analysis. JCDL 2017: 261-264 - [c93]David Bainbridge, J. Stephen Downie:
All for One and One for All: Reconciling Research and Production Values at the HathiTrust through User-Scripting. JCDL 2017: 283-284 - 2016
- [c92]Kahyun Choi, Jin Ha Lee, Xiao Hu, J. Stephen Downie:
Music subject classification based on lyrics and user interpretations. ASIST 2016: 1-10 - [c91]Katrina Fenlon, Laura C. Wood, J. Stephen Downie, Ruohua Han, Alex Kinnaman:
Toward accessible course content: Challenges and opportunities for libraries and information systems. ASIST 2016: 1-10 - [c90]Geoffrey Rockwell, Laura Mandell, Stéfan Sinclair, Matthew Wilkens, Boris Capitanu, J. Stephen Downie:
The Trace of Theory: Extracting Subsets from Large Collections. DH 2016: 85-92 - [c89]Terhi Nurmikko-Fuller, Jacob Jett, Timothy W. Cole, Chris Maden, Kevin R. Page, J. Stephen Downie:
A Comparative Analysis of Bibliographic Ontologies: Implications for Digital Humanities. DH 2016: 639-642 - [c88]Peter Organisciak, Sayan Bhattacharyya, Loretta Auvil, Leena Unnikrishnan, Benjamin M. Schmidt, Muhammad Saad Shamim, Robert H. McDonald, J. Stephen Downie, Erez Lieberman Aiden:
Adding Flexibility to Large-Scale Text Visualization with HathiTrust+Bookworm. DH 2016: 854-856 - [c87]Peter Organisciak, J. Stephen Downie:
Mining Texts with the Extracted Features Dataset. DH 2016: 938-939 - [c86]Yun Hao, Kahyun Choi, J. Stephen Downie:
Exploring J-DISC: Some Preliminary Analyses. DLfm 2016: 41-44 - [c85]Xiao Hu, Kahyun Choi, Jin Ha Lee, Audrey Laplante, Yun Hao, Sally Jo Cunningham, J. Stephen Downie:
WiMIR: An Informetric Study On Women Authors In ISMIR. ISMIR 2016: 765-771 - [c84]Jacob Jett, Terhi Nurmikko-Fuller, Timothy W. Cole, Kevin R. Page, J. Stephen Downie:
Enhancing Scholarly Use of Digital Libraries: A Comparative Survey and Review of Bibliographic Metadata Ontologies. JCDL 2016: 35-44 - [c83]Annika Hinze, David Bainbridge, Sally Jo Cunningham, J. Stephen Downie:
Low-cost Semantic Enhancement to Digital Library Metadata and Indexing: Simple Yet Effective Strategies. JCDL 2016: 93-102 - 2015
- [j11]Annika Hinze, Craig Taube-Schock, David Bainbridge, Sally Jo Cunningham, J. Stephen Downie:
"Introducing Capisco: a semantically-enhanced search and discovery system for large-scale text corpora" by Annika Hinze, Craig Taube-Schock, David Bainbridge, Sally Jo Cunningham, and J Stephen Downie with Martin Vesely as coordinator. SIGWEB Newsl. 2015(Autumn): 4:1-4:14 (2015) - [c82]Ning Chen, J. Stephen Downie, Haidong Xiao, Yu Zhu, Jie Zhu:
Modified Perceptual Linear Prediction Liftered Cepstrum (MPLPLC) Model for Pop Cover Song Recognition. ISMIR 2015: 598-604 - [c81]Jin Ha Lee, Xiao Hu, Kahyun Choi, J. Stephen Downie:
MIREX Grand Challenge 2014 User Experience: Qualitative Analysis of User Feedback. ISMIR 2015: 779-785 - [c80]J. Stephen Downie:
The HathiTrust Research Center: Providing analytic access to the HathiTrust Digital Library's 4.7 billion pages. JCDL 2015: 5 - [c79]Peter Organisciak, J. Stephen Downie:
Improving Consistency of Crowdsourced Multimedia Similarity for Evaluation. JCDL 2015: 115-118 - [c78]Annika Hinze, Craig Taube-Schock, David Bainbridge, Rangi Matamua, J. Stephen Downie:
Improving Access to Large-scale Digital Libraries ThroughSemantic-enhanced Search and Disambiguation. JCDL 2015: 147-156 - [c77]Terhi Nurmikko-Fuller, Kevin R. Page, Pip Willcox, Jacob Jett, Chris Maden, Timothy W. Cole, Colleen Fallaw, Megan Senseney, J. Stephen Downie:
Building Complex Research Collections in Digital Libraries: A Survey of Ontology Implications. JCDL 2015: 169-172 - [c76]Kahyun Choi, Jin Ha Lee, Craig Willis, J. Stephen Downie:
Topic Modeling Users' Interpretations of Songs to Inform Subject Access in Music Digital Libraries. JCDL 2015: 183-186 - 2014
- [c75]Katrina Fenlon, Megan Senseney, Harriett E. Green, Sayan Bhattacharyya, Craig Willis, J. Stephen Downie:
Scholar-built collections: A study of user requirements for research in large-scale digital libraries. ASIST 2014: 1-10 - [c74]Peter Organisciak, Sayan Bhattacharyya, Loretta Auvil, Beth Plale, J. Stephen Downie:
Large-scale text analysis through the HathiTrust Research Center. DH 2014 - [c73]Xiao Hu, Jin Ha Lee, Kahyun Choi, J. Stephen Downie:
A Cross-Cultural Study on the Mood of K-POP Songs. ISMIR 2014: 385-390 - [c72]J. Stephen Downie, Xiao Hu, Jin Ha Lee, Kahyun Choi, Sally Jo Cunningham, Yun Hao:
Ten Years of MIREX (Music Information Retrieval Evaluation eXchange): Reflections, Challenges and Opportunities. ISMIR 2014: 657-662 - [c71]David Bainbridge, Xiao Hu, J. Stephen Downie:
A Musical Progression with Greenstone: How Music Content Analysis and Linked Data is Helping Redefine the Boundaries to a Music Digital Library. DLfM@JCDL 2014: 1-8 - [c70]J. Stephen Downie, Kirstin Dougan, Sayan Bhattacharyya, Colleen Fallaw:
The HathiTrust Corpus: A Digital Library for Musicology Research? DLfM@JCDL 2014: 1-8 - [c69]Kahyun Choi, Jin Ha Lee, J. Stephen Downie:
What is this song about anyway?: Automatic classification of subject using user interpretations and lyrics. JCDL 2014: 453-454 - 2013
- [j10]Kevin R. Page, Benjamin Fields, David De Roure, Tim Crawford, J. Stephen Downie:
Capturing the workflows of music information retrieval for repeatability and reuse. J. Intell. Inf. Syst. 41(3): 435-459 (2013) - [c68]Yiming Sun, Stacy Kowalczyk, Beth Plale, J. Stephen Downie, Loretta Auvil, Boris Capitanu, Kirk Hess, Zong Peng, Guangchen Ruan, Aaron Todd, Jiaan Zeng:
Architecture to enable large-scale computational analysis of millions of volumes. DH 2013: 536 - [c67]Jin Ha Lee, Kahyun Choi, Xiao Hu, J. Stephen Downie:
K-Pop Genres: A Cross-Cultural Exploration. ISMIR 2013: 529-534 - [c66]Beth Plale, Robert H. McDonald, Yiming Sun, Inna Kouper, Ryan Cobine, J. Stephen Downie, Beth Sandore Namachchivaya, John Unsworth:
HathiTrust research center: computational access for digital humanities and beyond. JCDL 2013: 395-396 - [e2]J. Stephen Downie, Robert H. McDonald, Timothy W. Cole, Robert Sanderson, Frank Shipman:
13th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL '13, Indianapolis, IN, USA, July 22 - 26, 2013. ACM 2013, ISBN 978-1-4503-2077-1 [contents] - 2012
- [c65]Lassi A. Liikkanen, Christopher Amos, Sally Jo Cunningham, J. Stephen Downie, David McDonald:
Music interaction research in HCI: let's get the band back together. CHI Extended Abstracts 2012: 1119-1122 - [c64]Julián Urbano, J. Stephen Downie, Brian McFee, Markus Schedl:
How Significant is Statistically Significant? The case of Audio Music Similarity and Retrieval. ISMIR 2012: 181-186 - [c63]Sally Jo Cunningham, David Bainbridge, J. Stephen Downie:
The Impact of MIREX on Scholarly Research (2005 - 2010). ISMIR 2012: 259-264 - [c62]Mert Bay, Andreas F. Ehmann, James W. Beauchamp, Paris Smaragdis, J. Stephen Downie:
Second Fiddle is Important Too: Pitch Tracking Individual Voices in Polyphonic Music. ISMIR 2012: 319-324 - [c61]Kevin R. Page, Benjamin Fields, David De Roure, Tim Crawford, J. Stephen Downie:
Reuse, Remix, Repeat: the Workflows of MIR. ISMIR 2012: 409-414 - [c60]David Bainbridge, J. Stephen Downie, Andreas F. Ehmann:
Structured audio content analysis and metadata in a digital library. JCDL 2012: 431-432 - 2011
- [c59]Jordan Bennett Louis Smith, John Ashley Burgoyne, Ichiro Fujinaga, David De Roure, J. Stephen Downie:
Design and creation of a large-scale database of structural annotations. ISMIR 2011: 555-560 - [c58]Andreas F. Ehmann, Mert Bay, J. Stephen Downie, Ichiro Fujinaga, David De Roure:
Music Structure Segmentation Algorithm Evaluation: Expanding on MIREX 2010 Analyses and Datasets. ISMIR 2011: 561-566 - [c57]Andreas F. Ehmann, Mert Bay, J. Stephen Downie, Ichiro Fujinaga, David De Roure:
Exploiting music structures for digital libraries. JCDL 2011: 479-480 - 2010
- [c56]Xiao Hu, J. Stephen Downie:
When Lyrics Outperform Audio for Music Mood Classification: A Feature Analysis. ISMIR 2010: 619-624 - [c55]Xiao Hu, J. Stephen Downie:
Improving mood classification in music digital libraries by combining lyrics and audio. JCDL 2010: 159-168 - [c54]Yi Yu, Vincent Oria, J. Stephen Downie:
Recommender system for MIR research community. JCDL 2010: 409-410 - [c53]Kris West, Amit Kumar, Andrew Shirk, Guojun Zhu, J. Stephen Downie, Andreas F. Ehmann, Mert Bay:
The Networked Environment for Music Analysis (NEMA). SERVICES 2010: 314-317 - [p1]J. Stephen Downie, Andreas F. Ehmann, Mert Bay, M. Cameron Jones:
The Music Information Retrieval Evaluation eXchange: Some Observations and Insights. Advances in Music Information Retrieval 2010: 93-115 - [e1]J. Stephen Downie, Remco C. Veltkamp:
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010. International Society for Music Information Retrieval 2010, ISBN 978-90-393-53813 [contents]
2000 – 2009
- 2009
- [j9]Yi Yu, Kazuki Joe, Vincent Oria, Fabian Mörchen, J. Stephen Downie, Lei Chen:
Multi-Version Music Search Using Acoustic Feature Union and Exact Soft Mapping. Int. J. Semantic Comput. 3(2): 209-234 (2009) - [c52]J. Stephen Downie, Donald Byrd, Tim Crawford:
Ten Years of ISMIR: Reflections on Challenges and Opportunities. ISMIR 2009: 13-18 - [c51]Jin Ha Lee, M. Cameron Jones, J. Stephen Downie:
An Analysis of ISMIR Proceedings: Patterns of Authorship, Topic, and Citation. ISMIR 2009: 57-62 - [c50]Mert Bay, Andreas F. Ehmann, J. Stephen Downie:
Evaluation of Multiple-F0 Estimation and Tracking Systems. ISMIR 2009: 315-320 - [c49]Edith Law, Kris West, Michael I. Mandel, Mert Bay, J. Stephen Downie:
Evaluation of Algorithms Using Games: The Case of Music Tagging. ISMIR 2009: 387-392 - [c48]Xiao Hu, J. Stephen Downie, Andreas F. Ehmann:
Lyric Text Mining in Music Mood Classification. ISMIR 2009: 411-416 - 2008
- [j8]Yi Yu, Kazuki Joe, J. Stephen Downie:
Efficient Query-by-Content Audio Retrieval by Locality Sensitive Hashing and Partial Sequence Comparison. IEICE Trans. Inf. Syst. 91-D(6): 1730-1739 (2008) - [c47]Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe:
Using Exact Locality Sensitive Mapping to Group and Detect Audio-Based Cover Songs. ISM 2008: 302-309 - [c46]Xiao Hu, J. Stephen Downie, Cyril Laurier, Mert Bay, Andreas F. Ehmann:
The 2007 MIREX Audio Mood Classification Task: Lessons Learned. ISMIR 2008: 462-467 - [c45]J. Stephen Downie, Mert Bay, Andreas F. Ehmann, M. Cameron Jones:
Audio Cover Song Identification: MIREX 2006-2007 Results and Analyses. ISMIR 2008: 468-474 - [c44]J. Stephen Downie, Kris West, Xiao Hu:
Dynamic classification explorer for music digital libraries. JCDL 2008: 422 - [c43]J. Stephen Downie, David K. Tcheng, Xin Xiang:
Novel interface services for bioacoustic digital libraries. JCDL 2008: 423 - [c42]Yi Yu, J. Stephen Downie, Lei Chen, Vincent Oria, Kazuki Joe:
Searching musical audio datasets by a batch of multi-variant tracks. Multimedia Information Retrieval 2008: 121-127 - [c41]Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe, Vincent Oria:
COSIN: content-based retrieval system for cover songs. ACM Multimedia 2008: 987-988 - [c40]Kris West, J. Stephen Downie, Xiao Hu, M. Cameron Jones:
Dynamic visualization of music classification systems. SIGIR 2008: 888 - 2007
- [c39]Xiao Hu, J. Stephen Downie:
Exploring Mood Metadata: Relationships with Genre, Artist and Usage Metadata. ISMIR 2007: 67-72 - [c38]Xiao Hu, Mert Bay, J. Stephen Downie:
Creating a Simplified Music Mood Classification Ground-Truth Set. ISMIR 2007: 309-310 - [c37]Andreas F. Ehmann, J. Stephen Downie, M. Cameron Jones:
The Music Information Retrieval Evaluation Exchange "Do-It-Yourself" Web Service. ISMIR 2007: 323-324 - [c36]Jin Ha Lee, J. Stephen Downie, M. Cameron Jones:
Preliminary Analyses of Information Features Provided by Users for Identifying Music. ISMIR 2007: 325-328 - [c35]M. Cameron Jones, J. Stephen Downie, Andreas F. Ehmann:
Human Similarity Judgments: Implications for the Design of Formal Evaluations. ISMIR 2007: 539-542 - [c34]J. Stephen Downie, Jin Ha Lee, Anatoliy A. Gruzd, M. Cameron Jones:
Toward an understanding of similarity judgments for music digital library evaluation. JCDL 2007: 307-308 - [c33]Anatoliy A. Gruzd, J. Stephen Downie, M. Cameron Jones, Jin Ha Lee:
Evalutron 6000: collecting music relevance judgments. JCDL 2007: 507 - [c32]M. Cameron Jones, Mert Bay, J. Stephen Downie, Andreas F. Ehmann:
A "do-it-yourself" evaluation service for music information retrieval systems. SIGIR 2007: 913 - 2006
- [c31]Tamar Berman, J. Stephen Downie, Bart Berman:
Beyond Error Tolerance: Finding Thematic Similarities in Music Digital Libraries. ECDL 2006: 463-466 - [c30]Xiao Hu, J. Stephen Downie, Andreas F. Ehmann:
Exploiting Recommended Usage Metadata: Exploratory Analyses. ISMIR 2006: 19-22 - [c29]Jin Ha Lee, M. Cameron Jones, J. Stephen Downie:
Factors Affecting Response Rates for Real-Life MIR Queries. ISMIR 2006: 373-374 - [c28]Audrey Laplante, J. Stephen Downie:
Everyday Life Music Information-Seeking Behaviour of Young Adults. ISMIR 2006: 381-382 - [c27]David M. Nichols, David Bainbridge, J. Stephen Downie, Michael B. Twidale:
Learning by building digital libraries. JCDL 2006: 185-186 - [c26]J. Stephen Downie, Xiao Hu:
Review mining for music digital libraries: phase II. JCDL 2006: 196-197 - 2005
- [j7]J. Stephen Downie, Andreas F. Ehmann, Xiao Hu:
Music-to-Knowledge (M2K): A Prototyping and Evaluation Environment for Music Digital Library Research. Bull. IEEE Tech. Comm. Digit. Libr. 2(1) (2005) - [j6]J. Stephen Downie, Andreas F. Ehmann, David K. Tcheng:
Real-Time Genre Classification for Music Digital Libraries. Bull. IEEE Tech. Comm. Digit. Libr. 2(1) (2005) - [c25]Jin Ha Lee, J. Stephen Downie, Sally Jo Cunningham:
Challenges in Cross-Cultural/Multilingual Music Information Seeking. ISMIR 2005: 1-7 - [c24]J. Stephen Downie, Kris West, Andreas F. Ehmann, Emmanuel Vincent:
The 2005 Music Information retrieval Evaluation Exchange (MIREX 2005): Preliminary Overview. ISMIR 2005: 320-323 - [c23]Sally Jo Cunningham, J. Stephen Downie, David Bainbridge:
"The Pain, the Pain": Modelling Music Information Behavior and the Songs We Hate. ISMIR 2005: 474-477 - [c22]Xiao Hu, J. Stephen Downie, Kris West, Andreas F. Ehmann:
Mining Music Reviews: Promising Preliminary Results. ISMIR 2005: 536-539 - [c21]J. Stephen Downie, Andreas F. Ehmann, Xiao Hu:
Music-to-knowledge (M2K): a prototyping and evaluation environment for music digital library research. JCDL 2005: 376 - [c20]J. Stephen Downie, Andreas F. Ehmann, David K. Tcheng:
Real-time genre classification for music digital libraries. JCDL 2005: 377 - [c19]J. Stephen Downie, Joe Futrelle:
Terascale music mining. SC 2005: 71 - [c18]J. Stephen Downie, Andreas F. Ehmann, David K. Tcheng:
Music-to-knowledge (M2K): a prototyping and evaluation environment for music information retrieval research. SIGIR 2005: 676 - 2004
- [j5]J. Stephen Downie:
The Scientific Evaluation of Music Information Retrieval Systems: Foundations and Future. Comput. Music. J. 28(2): 12-23 (2004) - [j4]J. Stephen Downie:
A sample of music information retrieval approaches. J. Assoc. Inf. Sci. Technol. 55(12): 1033-1036 (2004) - [c17]David Bainbridge, Sally Jo Cunningham, J. Stephen Downie:
GREENSTONE as a Music Digital Library Toolkit. ISMIR 2004 - [c16]David Bainbridge, Sally Jo Cunningham, J. Stephen Downie:
Visual Collaging Of Music In A Digital Library. ISMIR 2004 - [c15]Jin Ha Lee, J. Stephen Downie:
Survey Of Music Information Needs, Uses, And Seeking Behaviours: Preliminary Findings. ISMIR 2004 - [c14]J. Stephen Downie, Joe Futrelle, David K. Tcheng:
The International Music Information Retrieval Systems Evaluation Laboratory: Governance, Access and Security. ISMIR 2004 - [c13]J. Stephen Downie, T. Olson:
Toward melodic access and title uniformity in the chopin early editions music digital library. JCDL 2004: 406 - 2003
- [j3]J. Stephen Downie:
Music information retrieval. Annu. Rev. Inf. Sci. Technol. 37(1): 295-340 (2003) - [j2]J. Stephen Downie:
Report on the panels and workshops of the music information retrieval (MIR) and music digital library (MDL) evaluation frameworks project. SIGIR Forum 37(2): 38-44 (2003) - [c12]David Bainbridge, Sally Jo Cunningham, J. Stephen Downie:
Analysis of queries to a Wizard-of-Oz MIR system: Challenging assumptions about what people really want. ISMIR 2003 - [c11]J. Stephen Downie:
Toward the scientific evaluation of music information retrieval systems. ISMIR 2003 - [c10]T. Olson, J. Stephen Downie:
Chopin early editions: The construction and usage of a collection of digital scores. ISMIR 2003 - [c9]J. Stephen Downie:
The TREC-like evaluation of music IR systems. SIGIR 2003: 453-454 - 2002
- [j1]Michael J. Nelson, J. Stephen Downie:
Informetric analysis of a music database. Scientometrics 54(2): 243-255 (2002) - [c8]Dietmar Wolfram, Isola Ajiferuke, J. Stephen Downie, Michael J. Nelson, Jin Zhang:
Informetric applications for information retrieval research. Sponsored by SIG CRS, SIG MET. ASIST 2002: 473-474 - [c7]J. Stephen Downie, Sally Jo Cunningham:
Toward a Theory of Music Information Retrieval Queries: System Design Implications. ISMIR 2002 - [c6]Joe Futrelle, J. Stephen Downie:
Interdisciplinary Communities and Research Issues in Music Information Retrieval. ISMIR 2002 - [c5]Jin Ha Lee, J. Stephen Downie, Allen Renear:
Representing Traditional Korean Music Notation in XML. ISMIR 2002 - [c4]J. Stephen Downie:
Workshop on the creation of standardized test collections, tasks and metrics for music information retrieval (MIR) and music digital library (MDL) evaluation. JCDL 2002: 426 - 2001
- [c3]J. Stephen Downie:
Whither MIR Research: Thoughts about the Future. ISMIR 2001 - 2000
- [c2]J. Stephen Downie, Michael J. Nelson:
Evaluation of a simple and effective music information retrieval method. SIGIR 2000: 73-80
1990 – 1999
- 1999
- [c1]J. Stephen Downie:
Music Retrieval as Text Retrieval: Simple Yet Effective (poster abstract). SIGIR 1999: 297-298
Coauthor Index
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