{"id":"https://openalex.org/W7131853034","doi":"https://doi.org/10.48550/arxiv.2602.23335","title":"Understanding Usage and Engagement in AI-Powered Scientific Research Tools: The Asta Interaction Dataset","display_name":"Understanding Usage and Engagement in AI-Powered Scientific Research Tools: The Asta Interaction Dataset","publication_year":2026,"publication_date":"2026-02-26","ids":{"openalex":"https://openalex.org/W7131853034","doi":"https://doi.org/10.48550/arxiv.2602.23335"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2602.23335","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.23335","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2602.23335","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072172150","display_name":"Dany Haddad","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Haddad, Dany","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005137956","display_name":"Dan Bareket","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bareket, Dan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102726483","display_name":"Joseph Chee Chang","orcid":"https://orcid.org/0000-0002-0798-4351"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chang, Joseph Chee","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127031765","display_name":"Jay DeYoung","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"DeYoung, Jay","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127334267","display_name":"Jena D. Hwang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hwang, Jena D.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127399164","display_name":"Uri Katz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katz, Uri","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078228185","display_name":"Mark J. Polak","orcid":"https://orcid.org/0000-0003-3817-9088"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Polak, Mark","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058381963","display_name":"Sangho Suh","orcid":"https://orcid.org/0000-0003-4617-5116"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suh, Sangho","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084474211","display_name":"Harshit Surana","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Surana, Harshit","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078965793","display_name":"Aryeh Tiktinsky","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tiktinsky, Aryeh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044762809","display_name":"Shriya Atmakuri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Atmakuri, Shriya","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038080713","display_name":"Jonathan Bragg","orcid":"https://orcid.org/0000-0001-5460-9047"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bragg, Jonathan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127112537","display_name":"Mike D'Arcy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D'Arcy, Mike","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127448904","display_name":"Sergey Feldman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feldman, Sergey","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127108577","display_name":"Amal Hassan-Ali","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hassan-Ali, Amal","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127047864","display_name":"Rub\u00e9n Lozano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lozano, Rub\u00e9n","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127475297","display_name":"Bodhisattwa Prasad Majumder","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Majumder, Bodhisattwa Prasad","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126702689","display_name":"Charles T. McGrady","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"McGrady, Charles","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127319947","display_name":"Amanpreet Singh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Singh, Amanpreet","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127121862","display_name":"Brooke Vlahos","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vlahos, Brooke","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127269063","display_name":"Yoav Goldberg","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Goldberg, Yoav","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5109599974","display_name":"Doug Downey","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Downey, Doug","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":22,"corresponding_author_ids":["https://openalex.org/A5072172150"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.20419999957084656,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.20419999957084656,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.13619999587535858,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.10000000149011612,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48420000076293945},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4408999979496002},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.4180000126361847},{"id":"https://openalex.org/keywords/user-engagement","display_name":"User engagement","score":0.36800000071525574},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.352400004863739},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.34279999136924744}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6277999877929688},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5078999996185303},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5015000104904175},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48420000076293945},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4408999979496002},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4180000126361847},{"id":"https://openalex.org/C2984870255","wikidata":"https://www.wikidata.org/wiki/Q5196451","display_name":"User engagement","level":2,"score":0.36800000071525574},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35440000891685486},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.352400004863739},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.34279999136924744},{"id":"https://openalex.org/C2992915469","wikidata":"https://www.wikidata.org/wiki/Q2465832","display_name":"Scientific field","level":3,"score":0.313400000333786},{"id":"https://openalex.org/C3017568202","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"User needs","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C2984917352","wikidata":"https://www.wikidata.org/wiki/Q12772819","display_name":"Scientific discovery","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C43091099","wikidata":"https://www.wikidata.org/wiki/Q1067788","display_name":"Through-the-lens metering","level":3,"score":0.2621000111103058},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.259799987077713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2602.23335","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.23335","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2602.23335","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.23335","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"AI-powered":[0],"scientific":[1,56],"research":[2,9,101,111,173],"tools":[3,49],"are":[4],"rapidly":[5],"being":[6],"integrated":[7],"into":[8,18],"workflows,":[10],"yet":[11],"the":[12,31,96,155],"field":[13],"lacks":[14],"a":[15,35,55,99,161],"clear":[16],"lens":[17],"how":[19,75],"researchers":[20],"use":[21],"these":[22],"systems":[23],"in":[24,91,128],"real-world":[25,171],"settings.":[26],"We":[27,80,153],"present":[28],"and":[29,43,54,74,86,94,109,121,125,138,158,175],"analyze":[30],"Asta":[32],"Interaction":[33],"Dataset,":[34],"large-scale":[36],"resource":[37],"comprising":[38],"over":[39],"200,000":[40],"user":[41],"queries":[42,89,137,147],"interaction":[44],"logs":[45],"from":[46],"two":[47],"deployed":[48],"(a":[50],"literature":[51],"discovery":[52],"interface":[53],"question-answering":[57],"interface)":[58],"within":[59],"an":[60],"LLM-powered":[61],"retrieval-augmented":[62],"generation":[63],"platform.":[64],"Using":[65],"this":[66],"dataset,":[67],"we":[68],"characterize":[69],"query":[70,163],"patterns,":[71],"engagement":[72],"behaviors,":[73],"usage":[76],"evolves":[77],"with":[78,142,160],"experience.":[79],"find":[81],"that":[82],"users":[83,133],"submit":[84],"longer":[85],"more":[87,135,140],"complex":[88],"than":[90],"traditional":[92],"search,":[93],"treat":[95,114],"system":[97],"as":[98,106,117],"collaborative":[100],"partner,":[102],"delegating":[103],"tasks":[104],"such":[105],"drafting":[107],"content":[108],"identifying":[110],"gaps.":[112],"Users":[113],"generated":[115],"responses":[116],"persistent":[118],"artifacts,":[119],"revisiting":[120],"navigating":[122],"among":[123,150],"outputs":[124],"cited":[126],"evidence":[127],"non-linear":[129],"ways.":[130],"With":[131],"experience,":[132],"issue":[134],"targeted":[136],"engage":[139],"deeply":[141],"supporting":[143],"citations,":[144],"although":[145],"keyword-style":[146],"persist":[148],"even":[149],"experienced":[151],"users.":[152],"release":[154],"anonymized":[156],"dataset":[157],"analysis":[159],"new":[162],"intent":[164],"taxonomy":[165],"to":[166,176],"inform":[167],"future":[168],"designs":[169],"of":[170],"AI":[172],"assistants":[174],"support":[177],"realistic":[178],"evaluation.":[179]},"counts_by_year":[],"updated_date":"2026-02-28T06:18:59.386488","created_date":"2026-02-28T00:00:00"}