Faculty

Institution

Unit

Venue

J. Stephen Downie

Professor Interim Executive Associate Dean Associate Dean for Research and Co-Director of the HathiTrust Research Center

University of Illinois Urbana-Champaign

Affiliations

School of Information Sciences

J. Stephen Downie is currently serving as a School Of Information Sciences Professor Interim Executive Associate Dean Associate Dean for Research and Co-Director of the HathiTrust Research Center at University of Illinois Urbana-Champaign.

Honors

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Experiences

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Education

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J. Stephen Downie

University of Illinois Urbana-Champaign

Professor Interim Executive Associate Dean Associate Dean for Research and Co-Director of the HathiTrust Research Center

You can click a keyword to filter the displayed items

music music information retrieval data science music technology (electronic and digital) information retrieval computer music audio retrieval computational musicology music science digital scholarship information science musicology text mining computer science music classification music processing informetrics content analysis natural language processing semantic evaluation research library audio mining musical expression knowledge discovery electronic library optical music recognition library science digital archives communication web search music perception academic librarianship multimedia retrieval musical analysis music psychology affective computing bibliometrics archival science digital preservation digitization digital heritage digital libraries recommender systems citation analysis music generation scholarly communication document classification knowledge extraction multimodal sentiment analysis music digital libraries music digital library multimedia search user-generated content relationship extraction case studies semantic search similarity search metadata integration collaborative information retrieval keyword extraction collaborative filtering mir research music mood classification information behavior information seeking mir systems lyric features mood categories polyphonic music mirex 2006 mirex framework mirex 2005 musical information mood metadata scientific evaluation music queries database design advanced information system web-based technologies information access internet economics

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Making More Sense With Machines:. UCL Press eBooks (2025)

Glen Layne-WortheyJ. Stephen DownieJanet SwatschenoNikolaus ParulianJill NaimanBenjamin SchmidtPeter OrganisciakTed UnderwoodRyan Dubnicek

artificial intelligenceabstract machineintelligent systemstechnologyautomationmachine perceptionmachine intelligenceintelligent computingcomputational intelligencehuman machine systemsautomated reasoningmore sense

Who Decides What is Read on Goodreads? Uncovering Sponsorship and Its Implications for Scholarly Research. Big Data & Society (2025)

Yuerong HuJana DiesnerTed UnderwoodZoe LeBlancGlen Layne-WortheyJohn Stephen Downie

informetricscontent analysisdigital mediumssocial science researchuser-generated contentculturecultural datasetssocial mediahistorical scraped datasetsonline informationsocial sciencessocial medium newssocial media platformsinformation sciencedigital humanitiesdigital scholarshipsocial computing

ACKSENT: Human Annotated Dataset of Support and Sentiments in Dissertation Acknowledgments. (2024)

Manika LambaYou PengSophie NikolovJohn Stephen Downie

affective computinghuman annotated datasetcontent analysislinguisticsdata annotationmultimodal sentiment analysisdissertation acknowledgmentssemantic evaluationcorpus linguisticscommunicationlanguageannotation tool

Coconut Libtool: Bridging Textual Analysis Gaps for Non‐Programmers. Proceedings of the Association for Information Science and Technology (2024)

Faizhal Arif SantosaManika LambaCrissandra GeorgeJ. Stephen Downie

nlp taskinformetricscontent analysislinguisticsnetwork graph visualizationkeyword extractionsemantic evaluationinformation extractioncomputational linguisticsdata sciencenatural language processinginformation retrievalcoconut libtooltext miningtopic modeling

Editorial to Special Issue of Ijdl: Digital Library Research at the Inception of a Pandemic. International Journal on Digital Libraries (2024)

J. Stephen DownieDana McKayHussein Suleman

informaticslibrary sciencehealth informaticsspecial issuetechnologylibrary managementcommunicationinformation sciencedigital library researchinternational librarianshipdigital scholarshipresearch library

Enriching Cultural Heritage Communities: New Tools and Technologies. Interacting with Computers (2024)

Alan DixElizabeth JonesRachel CowgillCharlotte ArmstrongRupert RidgewellMichael TwidaleJ Stephen DownieMaureen ReaganChristina BashfordDavid BainbridgeCarys-Ann NeadsVince Davies

specific communityanthropologycommunity-centred digitizationcultural heritage communitiesdigital heritagearchival scienceculturedigitizationheritage studiesmaterial culturedigital preservationarchival researchcultural heritagedigital humanitiesdigital scholarshipdigital mediumsdigital archives

Guest Editorial: Artificial Intelligence for Cultural Heritage Materials. Journal of Documentation (2024)

Glen Layne-WortheyJ. Stephen Downie

artificial intelligenceheritage sciencedigital heritageheritage studiesmaterial culturecultural heritagecultural heritage managementheritage conservationart

TORCHLITE: New, Open Analytical Tools and Infrastructure for a Mega‐Scale Digital Library. Proceedings of the Association for Information Science and Technology (2024)

Manika LambaJohn WalshRyan DubnicekJennifer ChristieJ. Stephen DownieJanet SwatschenoDeren KudekiGlen Layne‐Worthey

open scienceinteractive programming notebookshtrc extracted featuresopen analytical toolstechnologydata and information visualizationinformation sciencesemantic webhuman-computer interactiondata sciencedigital humanitieslibrary hi techopen dataweb-based collaboration

Book Size, Book Format: Historical Relationship in the Hathitrust Digital Library Metadata (1500–1799). (2023)

Wenyi ShangRyan CordellJ. Stephen Downie

book sizehistorical relationshiplibrary sciencehistoryarchival scienceacademic librarianshipdigitizationbook formatarchival researchinformation scienceelectronic librarydata managementresearch libraryjournalismenglishdigital archives

Collaborative Musicology: Designing a Digital Library of Musical Events Ephemera. (2023)

David BainbridgeRachel CowgillFrankie PerryJohn Stephen DownieAlan J. DixMichael B. Twidale

audio retrievalcollaborative musicologydigital librarymusic technology (electronic and digital)music information retrievalcomputational musicologymusicmusicologymusical events ephemeramusical compositionartmusical expression

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J. Stephen Downie

Professor Interim Executive Associate Dean Associate Dean for Research and Co-Director of the HathiTrust Research Center

University of Illinois Urbana-Champaign

Affiliations

School of Information Sciences

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

J. Stephen Downie

University of Illinois Urbana-Champaign

Professor Interim Executive Associate Dean Associate Dean for Research and Co-Director of the HathiTrust Research Center

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Making More Sense With Machines:. UCL Press eBooks (2025)

Glen Layne-WortheyJ. Stephen DownieJanet SwatschenoNikolaus ParulianJill NaimanBenjamin SchmidtPeter OrganisciakTed UnderwoodRyan Dubnicek

Who Decides What is Read on Goodreads? Uncovering Sponsorship and Its Implications for Scholarly Research. Big Data & Society (2025)

Yuerong HuJana DiesnerTed UnderwoodZoe LeBlancGlen Layne-WortheyJohn Stephen Downie

ACKSENT: Human Annotated Dataset of Support and Sentiments in Dissertation Acknowledgments. (2024)

Manika LambaYou PengSophie NikolovJohn Stephen Downie

Coconut Libtool: Bridging Textual Analysis Gaps for Non‐Programmers. Proceedings of the Association for Information Science and Technology (2024)

Faizhal Arif SantosaManika LambaCrissandra GeorgeJ. Stephen Downie

Editorial to Special Issue of Ijdl: Digital Library Research at the Inception of a Pandemic. International Journal on Digital Libraries (2024)

J. Stephen DownieDana McKayHussein Suleman

Enriching Cultural Heritage Communities: New Tools and Technologies. Interacting with Computers (2024)

Alan DixElizabeth JonesRachel CowgillCharlotte ArmstrongRupert RidgewellMichael TwidaleJ Stephen DownieMaureen ReaganChristina BashfordDavid BainbridgeCarys-Ann NeadsVince Davies

Guest Editorial: Artificial Intelligence for Cultural Heritage Materials. Journal of Documentation (2024)

Glen Layne-WortheyJ. Stephen Downie

artificial intelligenceheritage sciencedigital heritageheritage studiesmaterial culturecultural heritagecultural heritage managementheritage conservationart

TORCHLITE: New, Open Analytical Tools and Infrastructure for a Mega‐Scale Digital Library. Proceedings of the Association for Information Science and Technology (2024)

Manika LambaJohn WalshRyan DubnicekJennifer ChristieJ. Stephen DownieJanet SwatschenoDeren KudekiGlen Layne‐Worthey

Book Size, Book Format: Historical Relationship in the Hathitrust Digital Library Metadata (1500–1799). (2023)

Wenyi ShangRyan CordellJ. Stephen Downie

Collaborative Musicology: Designing a Digital Library of Musical Events Ephemera. (2023)

David BainbridgeRachel CowgillFrankie PerryJohn Stephen DownieAlan J. DixMichael B. Twidale

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