{"id":"https://openalex.org/W2032930526","doi":"https://doi.org/10.1145/2766462.2767759","title":"Leveraging User Reviews to Improve Accuracy for Mobile App Retrieval","display_name":"Leveraging User Reviews to Improve Accuracy for Mobile App Retrieval","publication_year":2015,"publication_date":"2015-08-04","ids":{"openalex":"https://openalex.org/W2032930526","doi":"https://doi.org/10.1145/2766462.2767759","mag":"2032930526"},"language":"en","primary_location":{"id":"doi:10.1145/2766462.2767759","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2766462.2767759","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103448879","display_name":"Dae Hoon Park","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dae Hoon Park","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023578096","display_name":"Mengwen Liu","orcid":"https://orcid.org/0000-0001-8006-5995"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mengwen Liu","raw_affiliation_strings":["Drexel University, Philadelphia, PA, USA","Drexel University, Philadelphia, PA, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]},{"raw_affiliation_string":"Drexel University, Philadelphia, PA, USA;","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028518494","display_name":"ChengXiang Zhai","orcid":"https://orcid.org/0000-0002-6434-3702"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ChengXiang Zhai","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071499106","display_name":"Haohong Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haohong Wang","raw_affiliation_strings":["TCL Research America, San Jose, CA, USA","[TCL Research America, San Jose, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCL Research America, San Jose, CA, USA","institution_ids":[]},{"raw_affiliation_string":"[TCL Research America, San Jose, CA, USA]","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.2403,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.97963825,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"533","last_page":"542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8482183218002319},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6836742162704468},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6755725145339966},{"id":"https://openalex.org/keywords/mobile-apps","display_name":"Mobile apps","score":0.5618466734886169},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5387474298477173},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.44706466794013977},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43441420793533325},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40531519055366516},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3253750801086426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2221078872680664}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8482183218002319},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6836742162704468},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6755725145339966},{"id":"https://openalex.org/C2988145974","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Mobile apps","level":2,"score":0.5618466734886169},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5387474298477173},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.44706466794013977},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43441420793533325},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40531519055366516},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3253750801086426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2221078872680664},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2766462.2767759","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2766462.2767759","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G90699127","display_name":null,"funder_award_id":"CNS-1027965","funder_id":"https://openalex.org/F4320309090","funder_display_name":"Center for Hierarchical Manufacturing, National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309090","display_name":"Center for Hierarchical Manufacturing, National Science Foundation","ror":"https://ror.org/043trmd87"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W39473588","https://openalex.org/W1412447802","https://openalex.org/W1536741282","https://openalex.org/W1559011348","https://openalex.org/W1597703625","https://openalex.org/W1661745278","https://openalex.org/W1880262756","https://openalex.org/W1967879792","https://openalex.org/W1979112807","https://openalex.org/W1983305952","https://openalex.org/W2007197665","https://openalex.org/W2042980227","https://openalex.org/W2051940813","https://openalex.org/W2052602449","https://openalex.org/W2057988282","https://openalex.org/W2069870183","https://openalex.org/W2083745421","https://openalex.org/W2093390569","https://openalex.org/W2103587173","https://openalex.org/W2106490775","https://openalex.org/W2107743791","https://openalex.org/W2108685212","https://openalex.org/W2109244020","https://openalex.org/W2123442489","https://openalex.org/W2134557008","https://openalex.org/W2136542423","https://openalex.org/W2136583886","https://openalex.org/W2142818652","https://openalex.org/W2155061451","https://openalex.org/W2155188720","https://openalex.org/W2164777277","https://openalex.org/W2169391242","https://openalex.org/W4206765718","https://openalex.org/W4233135949","https://openalex.org/W4240913316","https://openalex.org/W6662449122","https://openalex.org/W6675301171","https://openalex.org/W6684918978"],"related_works":["https://openalex.org/W3034529322","https://openalex.org/W2115913271","https://openalex.org/W2113597336","https://openalex.org/W2155505549","https://openalex.org/W2357479218","https://openalex.org/W1819546284","https://openalex.org/W2043253324","https://openalex.org/W2018648706","https://openalex.org/W2140798747","https://openalex.org/W2114232034"],"abstract_inverted_index":{"Smartphones":[0],"and":[1,100,128,135,143,169],"tablets":[2],"with":[3],"their":[4,27],"apps":[5,24,127],"pervaded":[6],"our":[7],"everyday":[8],"life,":[9],"leading":[10],"to":[11,18,25,117,121,151],"a":[12,33,60,89,102,107],"new":[13,42,67,90,108],"demand":[14],"for":[15,63,83,110,175],"search":[16,38],"tools":[17],"help":[19],"users":[20],"find":[21,122],"the":[22,41,76,79,84,164,171],"right":[23],"satisfy":[26],"immediate":[28],"needs.":[29],"While":[30],"there":[31,55],"are":[32],"few":[34],"commercial":[35],"mobile":[36,45],"app":[37,46,85,91,133,141,153,176],"engines":[39],"available,":[40],"task":[43,87],"of":[44,78,126],"retrieval":[47,68,81,86,92,173],"has":[48],"not":[49,57],"yet":[50,58],"been":[51],"rigorously":[52],"studied.":[53],"Indeed,":[54],"does":[56],"exist":[59],"test":[61,93],"collection":[62],"quantitatively":[64],"evaluating":[65],"this":[66,71],"task.":[69],"In":[70],"paper,":[72],"we":[73,95,138],"first":[74],"study":[75,101],"effectiveness":[77],"state-of-the-art":[80,172],"models":[82,174],"using":[88,146],"data":[94],"created.":[96],"We":[97],"then":[98],"propose":[99],"novel":[103],"approach":[104,166],"that":[105,163],"generates":[106],"representation":[109],"each":[111],"app.":[112],"Our":[113],"key":[114],"idea":[115],"is":[116,167],"leverage":[118],"user":[119,144],"reviews":[120,145],"out":[123],"important":[124],"features":[125],"bridge":[129],"vocabulary":[130],"gap":[131],"between":[132],"developers":[134],"users.":[136],"Specifically,":[137],"jointly":[139],"model":[140,148],"descriptions":[142],"topic":[147],"in":[149,158],"order":[150],"generate":[152],"representations":[154],"while":[155],"excluding":[156],"noise":[157],"reviews.":[159],"Experiment":[160],"results":[161],"indicate":[162],"proposed":[165],"effective":[168],"outperforms":[170],"retrieval.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}