Music Retrieval as Text Retrieval: Simple Yet Effective (poster abstract). - J. Stephen Downie (SIGIR, 1999)

Evaluation of a simple and effective music information retrieval method. - J. Stephen Downie; Michael J. Nelson 001 (SIGIR, 2000)

Whither MIR Research: Thoughts about the Future. - J. Stephen Downie (ISMIR, 2001)

Informetric applications for information retrieval research. Sponsored by SIG CRS, SIG MET. - Dietmar Wolfram; Isola Ajiferuke; J. Stephen Downie; Michael J. Nelson 001; Jin Zhang 010 (ASIST, 2002)

Toward a Theory of Music Information Retrieval Queries: System Design Implications. - J. Stephen Downie; Sally Jo Cunningham (ISMIR, 2002)

Interdisciplinary Communities and Research Issues in Music Information Retrieval. - Joe Futrelle; J. Stephen Downie (ISMIR, 2002)

Representing Traditional Korean Music Notation in XML. - Jin Ha Lee 001; J. Stephen Downie; Allen Renear (ISMIR, 2002)

Workshop on the creation of standardized test collections, tasks and metrics for music information retrieval (MIR) and music digital library (MDL) evaluation. - J. Stephen Downie (JCDL, 2002)

Informetric analysis of a music database. - Michael J. Nelson 001; J. Stephen Downie (Scientometrics, 2002)

Analysis of queries to a Wizard-of-Oz MIR system: Challenging assumptions about what people really want. - David Bainbridge 001; Sally Jo Cunningham; J. Stephen Downie (ISMIR, 2003)

Toward the scientific evaluation of music information retrieval systems. - J. Stephen Downie (ISMIR, 2003)

Chopin early editions: The construction and usage of a collection of digital scores. - T. Olson; J. Stephen Downie (ISMIR, 2003)

The TREC-like evaluation of music IR systems. - J. Stephen Downie (SIGIR, 2003)

Music information retrieval. - J. Stephen Downie (Annu. Rev. Inf. Sci. Technol., 2003)

Report on the panels and workshops of the music information retrieval (MIR) and music digital library (MDL) evaluation frameworks project. - J. Stephen Downie (SIGIR Forum, 2003)

GREENSTONE as a Music Digital Library Toolkit. - David Bainbridge 001; Sally Jo Cunningham; J. Stephen Downie (ISMIR, 2004)

Visual Collaging Of Music In A Digital Library. - David Bainbridge 001; Sally Jo Cunningham; J. Stephen Downie (ISMIR, 2004)

Survey Of Music Information Needs, Uses, And Seeking Behaviours: Preliminary Findings. - Jin Ha Lee 001; J. Stephen Downie (ISMIR, 2004)

The International Music Information Retrieval Systems Evaluation Laboratory: Governance, Access and Security. - J. Stephen Downie; Joe Futrelle; David K. Tcheng (ISMIR, 2004)

Toward melodic access and title uniformity in the chopin early editions music digital library. - J. Stephen Downie; T. Olson (JCDL, 2004)

The Scientific Evaluation of Music Information Retrieval Systems: Foundations and Future. - J. Stephen Downie (Comput. Music. J., 2004)

A sample of music information retrieval approaches. - J. Stephen Downie (J. Assoc. Inf. Sci. Technol., 2004)

"The Pain, the Pain": Modelling Music Information Behavior and the Songs We Hate. - Sally Jo Cunningham; J. Stephen Downie; David Bainbridge 001 (ISMIR, 2005)

The 2005 Music Information retrieval Evaluation Exchange (MIREX 2005): Preliminary Overview. - J. Stephen Downie; Kris West; Andreas F. Ehmann; Emmanuel Vincent 001 (ISMIR, 2005)

Mining Music Reviews: Promising Preliminary Results. - Xiao Hu 001; J. Stephen Downie; Kris West; Andreas F. Ehmann (ISMIR, 2005)

Challenges in Cross-Cultural/Multilingual Music Information Seeking. - Jin Ha Lee 001; J. Stephen Downie; Sally Jo Cunningham (ISMIR, 2005)

Terascale music mining. - J. Stephen Downie; Joe Futrelle (SC, 2005)

Music-to-knowledge (M2K): a prototyping and evaluation environment for music information retrieval research. - J. Stephen Downie; Andreas F. Ehmann; David K. Tcheng (SIGIR, 2005)

Music-to-Knowledge (M2K): A Prototyping and Evaluation Environment for Music Digital Library Research. - J. Stephen Downie; Andreas F. Ehmann; Xiao Hu 001 (Bull. IEEE Tech. Comm. Digit. Libr., 2005)

Real-Time Genre Classification for Music Digital Libraries. - J. Stephen Downie; Andreas F. Ehmann; David K. Tcheng (Bull. IEEE Tech. Comm. Digit. Libr., 2005)

Beyond Error Tolerance: Finding Thematic Similarities in Music Digital Libraries. - Tamar Berman; J. Stephen Downie; Bart Berman (ECDL, 2006)

Exploiting Recommended Usage Metadata: Exploratory Analyses. - Xiao Hu 001; J. Stephen Downie; Andreas F. Ehmann (ISMIR, 2006)

Everyday Life Music Information-Seeking Behaviour of Young Adults. - Audrey Laplante; J. Stephen Downie (ISMIR, 2006)

Factors Affecting Response Rates for Real-Life MIR Queries. - Jin Ha Lee 001; M. Cameron Jones; J. Stephen Downie (ISMIR, 2006)

Review mining for music digital libraries: phase II. - J. Stephen Downie; Xiao Hu 001 (JCDL, 2006)

Learning by building digital libraries. - David M. Nichols; David Bainbridge 001; J. Stephen Downie; Michael B. Twidale (JCDL, 2006)

The Music Information Retrieval Evaluation Exchange "Do-It-Yourself" Web Service. - Andreas F. Ehmann; J. Stephen Downie; M. Cameron Jones (ISMIR, 2007)

Creating a Simplified Music Mood Classification Ground-Truth Set. - Xiao Hu 001; Mert Bay; J. Stephen Downie (ISMIR, 2007)

Exploring Mood Metadata: Relationships with Genre, Artist and Usage Metadata. - Xiao Hu 001; J. Stephen Downie (ISMIR, 2007)

Human Similarity Judgments: Implications for the Design of Formal Evaluations. - M. Cameron Jones; J. Stephen Downie; Andreas F. Ehmann (ISMIR, 2007)

Preliminary Analyses of Information Features Provided by Users for Identifying Music. - Jin Ha Lee 001; J. Stephen Downie; M. Cameron Jones (ISMIR, 2007)

Toward an understanding of similarity judgments for music digital library evaluation. - J. Stephen Downie; Jin Ha Lee 001; Anatoliy A. Gruzd; M. Cameron Jones (JCDL, 2007)

Evalutron 6000: collecting music relevance judgments. - Anatoliy A. Gruzd; J. Stephen Downie; M. Cameron Jones; Jin Ha Lee 001 (JCDL, 2007)

A "do-it-yourself" evaluation service for music information retrieval systems. - M. Cameron Jones; Mert Bay; J. Stephen Downie; Andreas F. Ehmann (SIGIR, 2007)

Using Exact Locality Sensitive Mapping to Group and Detect Audio-Based Cover Songs. - Yi Yu 001; J. Stephen Downie; Fabian Mörchen; Lei Chen 002; Kazuki Joe (ISM, 2008)

Audio Cover Song Identification: MIREX 2006-2007 Results and Analyses. - J. Stephen Downie; Mert Bay; Andreas F. Ehmann; M. Cameron Jones (ISMIR, 2008)

The 2007 MIREX Audio Mood Classification Task: Lessons Learned. - Xiao Hu 001; J. Stephen Downie; Cyril Laurier; Mert Bay; Andreas F. Ehmann (ISMIR, 2008)

Novel interface services for bioacoustic digital libraries. - J. Stephen Downie; David K. Tcheng; Xin Xiang (JCDL, 2008)

Dynamic classification explorer for music digital libraries. - J. Stephen Downie; Kris West; Xiao Hu 001 (JCDL, 2008)

Searching musical audio datasets by a batch of multi-variant tracks. - Yi Yu 001; J. Stephen Downie; Lei Chen 002; Vincent Oria; Kazuki Joe (Multimedia Information Retrieval, 2008)

COSIN: content-based retrieval system for cover songs. - Yi Yu 001; J. Stephen Downie; Fabian Mörchen; Lei Chen 002; Kazuki Joe; Vincent Oria (ACM Multimedia, 2008)

Dynamic visualization of music classification systems. - Kris West; J. Stephen Downie; Xiao Hu 001; M. Cameron Jones (SIGIR, 2008)

Efficient Query-by-Content Audio Retrieval by Locality Sensitive Hashing and Partial Sequence Comparison. - Yi Yu 001; Kazuki Joe; J. Stephen Downie (IEICE Trans. Inf. Syst., 2008)

Evaluation of Multiple-F0 Estimation and Tracking Systems. - Mert Bay; Andreas F. Ehmann; J. Stephen Downie (ISMIR, 2009)

Ten Years of ISMIR: Reflections on Challenges and Opportunities. - J. Stephen Downie; Donald Byrd; Tim Crawford (ISMIR, 2009)

Lyric Text Mining in Music Mood Classification. - Xiao Hu 001; J. Stephen Downie; Andreas F. Ehmann (ISMIR, 2009)

Evaluation of Algorithms Using Games: The Case of Music Tagging. - Edith Law; Kris West; Michael I. Mandel; Mert Bay; J. Stephen Downie (ISMIR, 2009)

An Analysis of ISMIR Proceedings: Patterns of Authorship, Topic, and Citation. - Jin Ha Lee 001; M. Cameron Jones; J. Stephen Downie (ISMIR, 2009)

Multi-Version Music Search Using Acoustic Feature Union and Exact Soft Mapping. - Yi Yu 001; Kazuki Joe; Vincent Oria; Fabian Mörchen; J. Stephen Downie; Lei Chen 002 (Int. J. Semantic Comput., 2009)

When Lyrics Outperform Audio for Music Mood Classification: A Feature Analysis. - Xiao Hu 001; J. Stephen Downie (ISMIR, 2010)

Improving mood classification in music digital libraries by combining lyrics and audio. - Xiao Hu 001; J. Stephen Downie (JCDL, 2010)

Recommender system for MIR research community. - Yi Yu 001; Vincent Oria; J. Stephen Downie (JCDL, 2010)

The Networked Environment for Music Analysis (NEMA). - Kris West; Amit Kumar; Andrew Shirk; Guojun Zhu; J. Stephen Downie; Andreas F. Ehmann; Mert Bay (SERVICES, 2010)

The Music Information Retrieval Evaluation eXchange: Some Observations and Insights. - J. Stephen Downie; Andreas F. Ehmann; Mert Bay; M. Cameron Jones (Advances in Music Information Retrieval, 2010)

Music Structure Segmentation Algorithm Evaluation: Expanding on MIREX 2010 Analyses and Datasets. - Andreas F. Ehmann; Mert Bay; J. Stephen Downie; Ichiro Fujinaga; David De Roure (ISMIR, 2011)

Design and creation of a large-scale database of structural annotations. - Jordan Bennett Louis Smith; John Ashley Burgoyne; Ichiro Fujinaga; David De Roure; J. Stephen Downie (ISMIR, 2011)

Exploiting music structures for digital libraries. - Andreas F. Ehmann; Mert Bay; J. Stephen Downie; Ichiro Fujinaga; David De Roure (JCDL, 2011)

Music interaction research in HCI: let's get the band back together. - Lassi A. Liikkanen; Christopher Amos; Sally Jo Cunningham; J. Stephen Downie; David McDonald (CHI Extended Abstracts, 2012)

Second Fiddle is Important Too: Pitch Tracking Individual Voices in Polyphonic Music. - Mert Bay; Andreas F. Ehmann; James W. Beauchamp; Paris Smaragdis; J. Stephen Downie (ISMIR, 2012)

The Impact of MIREX on Scholarly Research (2005 - 2010). - Sally Jo Cunningham; David Bainbridge 001; J. Stephen Downie (ISMIR, 2012)

Reuse, Remix, Repeat: the Workflows of MIR. - Kevin R. Page; Benjamin Fields; David De Roure; Tim Crawford; J. Stephen Downie (ISMIR, 2012)

How Significant is Statistically Significant? The case of Audio Music Similarity and Retrieval. - Julián Urbano; J. Stephen Downie; Brian McFee; Markus Schedl (ISMIR, 2012)

Structured audio content analysis and metadata in a digital library. - David Bainbridge 001; J. Stephen Downie; Andreas F. Ehmann (JCDL, 2012)

Architecture to enable large-scale computational analysis of millions of volumes. - Yiming Sun 001; Stacy Kowalczyk; Beth Plale; J. Stephen Downie; Loretta Auvil; Boris Capitanu; Kirk Hess; Zong Peng; Guangchen Ruan; Aaron Todd; Jiaan Zeng (DH, 2013)

K-Pop Genres: A Cross-Cultural Exploration. - Jin Ha Lee 001; Kahyun Choi; Xiao Hu 001; J. Stephen Downie (ISMIR, 2013)

HathiTrust research center: computational access for digital humanities and beyond. - Beth Plale; Robert H. McDonald; Yiming Sun 001; Inna Kouper; Ryan Cobine; J. Stephen Downie; Beth Sandore Namachchivaya; John Unsworth (JCDL, 2013)

Capturing the workflows of music information retrieval for repeatability and reuse. - Kevin R. Page; Benjamin Fields; David De Roure; Tim Crawford; J. Stephen Downie (J. Intell. Inf. Syst., 2013)

Scholar-built collections: A study of user requirements for research in large-scale digital libraries. - Katrina Fenlon; Megan Senseney; Harriett E. Green; Sayan Bhattacharyya; Craig Willis; J. Stephen Downie (ASIST, 2014)

Large-scale text analysis through the HathiTrust Research Center. - Peter Organisciak; Sayan Bhattacharyya; Loretta Auvil; Beth Plale; J. Stephen Downie (DH, 2014)

Ten Years of MIREX (Music Information Retrieval Evaluation eXchange): Reflections, Challenges and Opportunities. - J. Stephen Downie; Xiao Hu 001; Jin Ha Lee 001; Kahyun Choi; Sally Jo Cunningham; Yun Hao (ISMIR, 2014)

A Cross-Cultural Study on the Mood of K-POP Songs. - Xiao Hu 001; Jin Ha Lee 001; Kahyun Choi; J. Stephen Downie (ISMIR, 2014)

A Musical Progression with Greenstone: How Music Content Analysis and Linked Data is Helping Redefine the Boundaries to a Music Digital Library. - David Bainbridge 001; Xiao Hu 001; J. Stephen Downie (DLfM@JCDL, 2014)

What is this song about anyway?: Automatic classification of subject using user interpretations and lyrics. - Kahyun Choi; Jin Ha Lee 001; J. Stephen Downie (JCDL, 2014)

The HathiTrust Corpus: A Digital Library for Musicology Research? - J. Stephen Downie; Kirstin Dougan; Sayan Bhattacharyya; Colleen Fallaw (DLfM@JCDL, 2014)

Modified Perceptual Linear Prediction Liftered Cepstrum (MPLPLC) Model for Pop Cover Song Recognition. - Ning Chen 007; J. Stephen Downie; Haidong Xiao; Yu Zhu; Jie Zhu 006 (ISMIR, 2015)

MIREX Grand Challenge 2014 User Experience: Qualitative Analysis of User Feedback. - Jin Ha Lee 001; Xiao Hu 001; Kahyun Choi; J. Stephen Downie (ISMIR, 2015)

Topic Modeling Users' Interpretations of Songs to Inform Subject Access in Music Digital Libraries. - Kahyun Choi; Jin Ha Lee 001; Craig Willis; J. Stephen Downie (JCDL, 2015)

The HathiTrust Research Center: Providing analytic access to the HathiTrust Digital Library's 4.7 billion pages. - J. Stephen Downie (JCDL, 2015)

Improving Access to Large-scale Digital Libraries ThroughSemantic-enhanced Search and Disambiguation. - Annika Hinze; Craig Taube-Schock; David Bainbridge 001; Rangi Matamua; J. Stephen Downie (JCDL, 2015)

Building Complex Research Collections in Digital Libraries: A Survey of Ontology Implications. - Terhi Nurmikko-Fuller; Kevin R. Page; Pip Willcox; Jacob Jett; Chris Maden; Timothy W. Cole; Colleen Fallaw; Megan Senseney; J. Stephen Downie (JCDL, 2015)

Improving Consistency of Crowdsourced Multimedia Similarity for Evaluation. - Peter Organisciak; J. Stephen Downie (JCDL, 2015)

"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. - Annika Hinze; Craig Taube-Schock; David Bainbridge 001; Sally Jo Cunningham; J. Stephen Downie (SIGWEB Newsl., 2015)

Music subject classification based on lyrics and user interpretations. - Kahyun Choi; Jin Ha Lee 001; Xiao Hu 001; J. Stephen Downie (ASIST, 2016)

Toward accessible course content: Challenges and opportunities for libraries and information systems. - Katrina Fenlon; Laura C. Wood; J. Stephen Downie; Ruohua Han; Alex Kinnaman (ASIST, 2016)

A Comparative Analysis of Bibliographic Ontologies: Implications for Digital Humanities. - Terhi Nurmikko-Fuller; Jacob Jett; Timothy W. Cole; Chris Maden; Kevin R. Page; J. Stephen Downie (DH, 2016)

Adding Flexibility to Large-Scale Text Visualization with HathiTrust+Bookworm. - Peter Organisciak; Sayan Bhattacharyya; Loretta Auvil; Leena Unnikrishnan; Benjamin M. Schmidt; Muhammad Saad Shamim; Robert H. McDonald; J. Stephen Downie; Erez Lieberman Aiden (DH, 2016)

Mining Texts with the Extracted Features Dataset. - Peter Organisciak; J. Stephen Downie (DH, 2016)

The Trace of Theory: Extracting Subsets from Large Collections. - Geoffrey Rockwell; Laura Mandell; Stéfan Sinclair; Matthew Wilkens; Boris Capitanu; J. Stephen Downie (DH, 2016)

Exploring J-DISC: Some Preliminary Analyses. - Yun Hao; Kahyun Choi; J. Stephen Downie (DLfm, 2016)

WiMIR: An Informetric Study On Women Authors In ISMIR. - Xiao Hu 001; Kahyun Choi; Jin Ha Lee 001; Audrey Laplante; Yun Hao; Sally Jo Cunningham; J. Stephen Downie (ISMIR, 2016)

Low-cost Semantic Enhancement to Digital Library Metadata and Indexing: Simple Yet Effective Strategies. - Annika Hinze; David Bainbridge 001; Sally Jo Cunningham; J. Stephen Downie (JCDL, 2016)

Enhancing Scholarly Use of Digital Libraries: A Comparative Survey and Review of Bibliographic Metadata Ontologies. - Jacob Jett; Terhi Nurmikko-Fuller; Timothy W. Cole; Kevin R. Page; J. Stephen Downie (JCDL, 2016)

Exploiting graph-based data to realize new functionalities for scholar-built worksets. - Jacob Jett; Timothy W. Cole; J. Stephen Downie (ASIST, 2017)

Big-Data Oriented Text Analysis For The Humanities: Pedagogical Use Of The HathiTrust+Bookworm Tool. - Sayan Bhattacharyya; Christi Merrill; Peter Organisciak; Benjamin M. Schmidt; Loretta Auvil; Erez Lieberman Aiden; J. Stephen Downie (DH, 2017)

Creating a Policy Framework for Analytic Access to In-Copyright Works for Non-Consumptive Research. - Eleanor F. Dickson; Daniel G. Tracy; Sandra A. McIntyre; Bobby Glushko; Robert H. McDonald; Brandon Butler; J. Stephen Downie (DH, 2017)

Building Worksets for Scholarship by Linking Complementary Corpora. - Kevin R. Page; Terhi Nurmikko-Fuller; Timothy W. Cole; J. Stephen Downie (DH, 2017)

Writers of the Lost Paper: A Case Study on Barriers to (Re-) Finding Publications. - David Bainbridge 001; Sally Jo Cunningham; Annika Hinze; J. Stephen Downie (ICADL, 2017)

Cross-cultural aspects of perceptual features in K-Pop: A pilot study comparing Chinese and Swedish listeners. - Anders Friberg; Ragnar Schön; Anders Elowsson; Kahyun Choi; J. Stephen Downie (ICMC, 2017)

Exploring the Music Library Association Mailing List: A Text Mining Approach. - Xiao Hu 001; Kahyun Choi; Yun Hao; Sally Jo Cunningham; Jin Ha Lee 001; Audrey Laplante; David Bainbridge 001; J. Stephen Downie (ISMIR, 2017)

All for One and One for All: Reconciling Research and Production Values at the HathiTrust through User-Scripting. - David Bainbridge 001; J. Stephen Downie (JCDL, 2017)

Towards Publishing Secure Capsule-Based Analysis. - Jaimie Murdock; Jacob Jett; Timothy W. Cole; Yu Ma; J. Stephen Downie; Beth Plale (JCDL, 2017)

Information-Seeking in Large-Scale Digital Libraries: Strategies for Scholarly Workset Creation. - David M. Weigl; Kevin R. Page; Peter Organisciak; J. Stephen Downie (JCDL, 2017)

A framework for evaluating multimodal music mood classification. - Xiao Hu 001; Kahyun Choi; J. Stephen Downie (J. Assoc. Inf. Sci. Technol., 2017)

The MIREX grand challenge: A framework of holistic user-experience evaluation in music information retrieval. - Xiao Hu 001; Jin Ha Lee 001; David Bainbridge 001; Kahyun Choi; Peter Organisciak; J. Stephen Downie (J. Assoc. Inf. Sci. Technol., 2017)

Introduction to the 2016 Joint Conference on Digital Libraries Doctoral Consortium Issue. - J. Stephen Downie; Uma Murthy (Bull. IEEE Tech. Comm. Digit. Libr., 2017)

Jazzcats: navigating an RDF triplestore of integrated performance metadata. - Daniel Bangert; Terhi Nurmikko-Fuller; J. Stephen Downie; Yun Hao (DLfm, 2018)

Music Artist Similarity: An Exploratory Study on a Large-Scale Dataset of Online Streaming Services. - Xiao Hu 001; Ira Keung Kit Tam; Meijun Liu; J. Stephen Downie (iConference, 2018)

Providing Pin-point Page-level Precision to 1 Trillion Tokens of Text for Workset Creation. - David Bainbridge 001; J. Stephen Downie; Boris Capitanu (JCDL, 2018)

MEDDLEing with Digital Library Searches: Surmounting User Model and System Misalignments through Lightweight Bespoke Proxying. - David Bainbridge 001; Annika Hinze; Sally Jo Cunningham; J. Stephen Downie (JCDL, 2018)

Exploratory Investigation of Word Embedding in Song Lyric Topic Classification: Promising Preliminary Results. - Kahyun Choi; J. Stephen Downie (JCDL, 2018)

At the Nexus of Data and Collections: New Affordances in the Age of Mass-Scale Digital Libraries. - J. Stephen Downie; Elizabeth Lorang; Leen-Kiat Soh; David Bainbridge 001; Sandra A. McIntyre; Kevin R. Page (JCDL, 2018)

JCDL 2018 Doctoral Consortium. - J. Stephen Downie; Oksana L. Zavalina; Sampath Jayarathna (JCDL, 2018)

Seeding Strategies for Semantic Disambiguation. - Annika Hinze; David Bainbridge 001; Rebekah Wilkins; Craig Taube-Schock; J. Stephen Downie (JCDL, 2018)

Worksets Expand the Scholarly Utility of Digital Libraries. - Kevin R. Page; Jacob Jett; Timothy W. Cole; Deren Kudeki; David Bainbridge 001; Peter Organisciak; J. Stephen Downie (JCDL, 2018)

Swinging Triples: Bridging Jazz Performance Datasets using Linked Data. - Terhi Nurmikko-Fuller; Daniel Bangert; Yun Hao; J. Stephen Downie (SAAM@ISWC, 2018)

Mood metadata on Chinese music websites: an exploratory study with user feedback. - Xiao Hu 001; Christy W. L. Cheong; Siwei Zhang; J. Stephen Downie (Online Inf. Rev., 2018)

Introduction to the 2017 Joint Conference on Digital Libraries Doctoral Consortium Issue. - Jiangping Chen; J. Stephen Downie; Sampath Jayarathna (Bull. IEEE Tech. Comm. Digit. Libr., 2018)

Affording cross-cultural access to visualized cultural collections: A preliminary case study of e-dunhuang. - Xiao Hu 001; Jia Shan; Jing Chen; J. Stephen Downie (ASIST, 2019)

Combine or connect: Practical experiences querying library linked data. - David M. Weigl; Deren Kudeki; Timothy W. Cole; J. Stephen Downie; Jacob Jett; Kevin R. Page (ASIST, 2019)

A Trend Analysis on Concreteness of Popular Song Lyrics. - Kahyun Choi; J. Stephen Downie (DLfM, 2019)

Using the HTRC Data Capsule Model to Promote Reuse and Evolution of Experimental Analysis of Digital Library Data: A Case Study of Topic Modeling. - David Bainbridge 001; David M. Nichols; Annika Hinze; J. Stephen Downie (JCDL, 2019)

Capisco: low-cost concept-based access to digital libraries. - Annika Hinze; David Bainbridge 001; Sally Jo Cunningham; Craig Taube-Schock; Rangi Matamua; J. Stephen Downie; Edie Rasmussen (Int. J. Digit. Libr., 2019)

Guest editors' introduction to the special issue on digital libraries for musicology. - Kevin R. Page; J. Stephen Downie (Int. J. Digit. Libr., 2019)

Introduction to the 2018 Joint Conference on Digital Libraries Doctoral Consortium Issue. - Oksana L. Zavalina; J. Stephen Downie; Sampath Jayarathna-Chairs (Bull. IEEE Tech. Comm. Digit. Libr., 2019)

Applying BIBFRAME in large-scale digital libraries: The H athi T rust R esearch C enter's experience. - Jacob Jett; Deren Kudeki; Glen Worhtley; Timothy W. Cole; J. Stephen Downie (ASIST, 2020)

Targeting precision: A hybrid scientific relation extraction pipeline for improved scholarly knowledge organization. - Ming Jiang 018; Jennifer D'Souza 001; Sören Auer; J. Stephen Downie (ASIST, 2020)

The collaborative structure of synthetic biology ethics. - Brandon Sepulvado; Jacob Jett; J. Stephen Downie (ASIST, 2020)

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. - David Bainbridge 001; J. Stephen Downie; Hemi Whaanga (DH, 2020)

Extending the Utility of the HTRC Extracted Features Dataset Through Linked Data. - Jacob Jett; Boris Capitanu; Deren Kudeki; Timothy W. Cole; J. Stephen Downie (DH, 2020)

Evaluating a Machine Learning Approach to Identifying Expressive Content at Page Level in HathiTrust. - Nikolaus Nova Parulian; Kristina Hall; Ryan Dubnicek; Yuerong Hu; J. Stephen Downie (DH, 2020)

Improving Scholarly Knowledge Representation: Evaluating BERT-Based Models for Scientific Relation Classification. - Ming Jiang 018; Jennifer D'Souza 001; Sören Auer; J. Stephen Downie (ICADL, 2020)

Improving Digital Libraries' Provision of Digital Humanities Datasets: A Case Study of HTRC Literature Dataset. - Yuerong Hu; Ming Jiang 018; Ted Underwood; J. Stephen Downie (JCDL, 2020)

The HathiTrust Digital Library's potential for musicology research. - J. Stephen Downie; Sayan Bhattacharyya; Francesca Giannetti; Eleanor Dickson Koehl; Peter Organisciak (Int. J. Digit. Libr., 2020)

Impact of OCR Quality on BERT Embeddings in the Domain Classification of Book Excerpts. - Ming Jiang 018; Yuerong Hu; Glen Worthey; Ryan C. Dubnicek; Ted Underwood; J. Stephen Downie (CHR, 2021)

Towards a Foundation for Collaborative Digital Archiving with Local Concert-Giving Organisations. - Charlotte Armstrong; Rachel Cowgill; Alan J. Dix; Christina Bashford; J. Stephen Downie; Michael B. Twidale; Maureen Reagan; Rupert Ridgewell (DLfM, 2021)

Evaluating BERT's Encoding of Intrinsic Semantic Features of OCR'd Digital Library Collections. - Ming Jiang 018; Yuerong Hu; Glen Worthey; Ryan C. Dubnicek; Ted Underwood; J. Stephen Downie (JCDL, 2021)

Uncovering Black Fantastic: Piloting A Word Feature Analysis and Machine Learning Approach for Genre Classification. - Nikolaus Nova Parulian; Ryan Dubnicek; Glen Worthey; Daniel J. Evans; John A. Walsh; J. Stephen Downie (ASIST, 2022)

FAIR but Flexible: Designing for Dynamic User Contributions in Digital Musicology Resources. - Alan J. Dix; Charlotte Armstrong; Rachel Cowgill; Michael B. Twidale; Christina Bashford; J. Stephen Downie; Rupert Ridgewell; Maureen Reagan (DLfM, 2022)

An Ensemble Framework for Dynamic Character Relationship Sentiment in Fiction. - Nikolaus Nova Parulian; Glen Worthey; J. Stephen Downie (iConference (1), 2022)

Complexities associated with user-generated book reviews in digital libraries: temporal, cultural, and political case studies. - Yuerong Hu; Zoe LeBlanc; Jana Diesner; Ted Underwood; Glen Layne-Worthey; J. Stephen Downie (JCDL, 2022)

A prototype gutenberg-hathitrust sentence-level parallel corpus for OCR error analysis: pilot investigations. - Ming Jiang 018; Ryan C. Dubnicek; Glen Worthey; Ted Underwood; J. Stephen Downie (JCDL, 2022)

Giving shape to large digital libraries through exploratory data analysis. - Peter Organisciak; Benjamin M. Schmidt; J. Stephen Downie (J. Assoc. Inf. Sci. Technol., 2022)

Evaluating BERT-based scientific relation classifiers for scholarly knowledge graph construction on digital library collections. - Ming Jiang 018; Jennifer D'Souza 001; Sören Auer; J. Stephen Downie (Int. J. Digit. Libr., 2022)

"The library is open!": Open data and an open API for the HathiTrust Digital Library. - John A. Walsh; Glen Layne-Worthey; Jacob Jett; Boris Capitanu; Peter Organisciak; Ryan Dubnicek; J. Stephen Downie (CHR, 2023)

Cross-Cultural Classics: Preliminary Findings from Goodreads Based in the U.S. and Douban Based in China. - Yuerong Hu; Ted Underwood; Glen Layne-Worthey; J. Stephen Downie (DH, 2023)

Collaborative Musicology: Designing a Digital Library of Musical Events Ephemera. - David Bainbridge 001; Rachel Cowgill; Frankie Perry; John Stephen Downie; Alan J. Dix; Michael B. Twidale (DLfM, 2023)

Research with User-Generated Book Review Data: Legal and Ethical Pitfalls and Contextualized Mitigations. - Yuerong Hu; Glen Layne-Worthey; Alaine Martaus; J. Stephen Downie; Jana Diesner (iConference (1), 2023)

Book Size, Book Format: Historical Relationship in the HathiTrust Digital Library Metadata (1500-1799). - Wenyi Shang; Ryan Cordell; J. Stephen Downie (JCDL, 2023)

A review of AI teaching and learning from 2000 to 2020. - Davy Tsz Kit Ng; Min Lee; Roy Jun Yi Tan; Xiao Hu 001; J. Stephen Downie; Samuel Kai Wah Chu (Educ. Inf. Technol., 2023)

AckSent: Human Annotated Dataset of Support and Sentiments in Dissertation Acknowledgments. - Manika Lamba; You Peng; Sophie Nikolov; John Stephen Downie (JCDL, 2024)

Coconut Libtool: Bridging Textual Analysis Gaps for Non-Programmers. - Faizhal Arif Santosa; Manika Lamba; Crissandra George; J. Stephen Downie (CoRR, 2024)

Guest editorial: Artificial intelligence for cultural heritage materials. - Glen Layne-Worthey; J. Stephen Downie (J. Documentation, 2024)

Editorial to special issue of IJDL: digital library research at the inception of a pandemic. - J. Stephen Downie; Dana McKay; Hussein Suleman (Int. J. Digit. Libr., 2024)

Complexities of leveraging user-generated book reviews for scholarly research: transiency, power dynamics, and cultural dependency. - Yuerong Hu; Zoe LeBlanc; Jana Diesner; Ted Underwood; Glen Layne-Worthey; J. Stephen Downie (Int. J. Digit. Libr., 2024)

Making more sense with machines: artificial intelligence at the HathiTrust Research Center. - Glen Layne-Worthey; J. Stephen Downie; Janet Swatscheno; Nikolaus Nova Parulian; Jill P. Naiman; Benjamin M. Schmidt; Peter Organisciak; Ted Underwood; Ryan Dubnicek (Navigating Artificial Intelligence for Cultural Heritage Organisations, 2025)

Who decides what is read on Goodreads? Uncovering sponsorship and its implications for scholarly Research. - Yuerong Hu; Jana Diesner; Ted Underwood; Zoe LeBlanc; Glen Layne-Worthey; John Stephen Downie (Big Data Soc., 2025)

Metadata Enrichment of Long Text Documents using Large Language Models. - Manika Lamba; You Peng; Sophie Nikolov; Glen Layne-Worthey; J. Stephen Downie (CoRR, 2025)