{"id":"https://openalex.org/W2748075772","doi":"https://doi.org/10.1145/3132847.3133001","title":"Deep Sequential Models for Task Satisfaction Prediction","display_name":"Deep Sequential Models for Task Satisfaction Prediction","publication_year":2017,"publication_date":"2017-11-06","ids":{"openalex":"https://openalex.org/W2748075772","doi":"https://doi.org/10.1145/3132847.3133001","mag":"2748075772"},"language":"en","primary_location":{"id":"doi:10.1145/3132847.3133001","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3133001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://discovery.ucl.ac.uk/10070788/1/CIKM17-taskSAT.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018503243","display_name":"Rishabh Mehrotra","orcid":"https://orcid.org/0000-0002-0836-4605"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Rishabh Mehrotra","raw_affiliation_strings":["University College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021000040","display_name":"Ahmed Hassan Awadallah","orcid":"https://orcid.org/0000-0001-6426-3537"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Hassan Awadallah","raw_affiliation_strings":["Microsoft Inc., Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Inc., Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088114671","display_name":"Milad Shokouhi","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Milad Shokouhi","raw_affiliation_strings":["Microsoft Inc., Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Inc., Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076265623","display_name":"Emine Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-3434-8932"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emine Yilmaz","raw_affiliation_strings":["University College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108365460","display_name":"Imed Zitouni","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Imed Zitouni","raw_affiliation_strings":["Microsoft Inc., Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Inc., Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059208041","display_name":"Ahmed El Kholy","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed El Kholy","raw_affiliation_strings":["Microsoft Inc, Redmond, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Inc, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054253075","display_name":"Madian Khabsa","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Madian Khabsa","raw_affiliation_strings":["Microsoft Inc., Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Inc., Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5018503243"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":9.6075,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.97977729,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"737","last_page":"746"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9887999892234802,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9887999892234802,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9391999840736389,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12607","display_name":"Personal Information Management and User Behavior","score":0.9298999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8096390962600708},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7948198318481445},{"id":"https://openalex.org/keywords/computer-user-satisfaction","display_name":"Computer user satisfaction","score":0.5939688086509705},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.47426140308380127},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4520161747932434},{"id":"https://openalex.org/keywords/user-satisfaction","display_name":"User satisfaction","score":0.4378345310688019},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4172707796096802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3980611264705658},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39762040972709656},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.1680198311805725},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.07752829790115356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8096390962600708},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7948198318481445},{"id":"https://openalex.org/C63880386","wikidata":"https://www.wikidata.org/wiki/Q5157592","display_name":"Computer user satisfaction","level":4,"score":0.5939688086509705},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.47426140308380127},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4520161747932434},{"id":"https://openalex.org/C3017893058","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"User satisfaction","level":2,"score":0.4378345310688019},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4172707796096802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3980611264705658},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39762040972709656},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.1680198311805725},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.07752829790115356},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3132847.3133001","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3133001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10070788","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10070788/","pdf_url":"https://discovery.ucl.ac.uk/10070788/1/CIKM17-taskSAT.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:   (Proceedings) ACM Conference on Information and Knowledge Management (CIKM). (pp. pp. 737-746).  ACM (2017)     ","raw_type":"Proceedings paper"}],"best_oa_location":{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10070788","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10070788/","pdf_url":"https://discovery.ucl.ac.uk/10070788/1/CIKM17-taskSAT.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:   (Proceedings) ACM Conference on Information and Knowledge Management (CIKM). (pp. pp. 737-746).  ACM (2017)     ","raw_type":"Proceedings paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2748075772.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1590698834","https://openalex.org/W1665214252","https://openalex.org/W1929483471","https://openalex.org/W1951891667","https://openalex.org/W1973602439","https://openalex.org/W1975409939","https://openalex.org/W1975879668","https://openalex.org/W1976187638","https://openalex.org/W1982204215","https://openalex.org/W2003658560","https://openalex.org/W2007750197","https://openalex.org/W2012430612","https://openalex.org/W2034654712","https://openalex.org/W2035569891","https://openalex.org/W2038385982","https://openalex.org/W2060890758","https://openalex.org/W2075880171","https://openalex.org/W2095705004","https://openalex.org/W2096946253","https://openalex.org/W2104255729","https://openalex.org/W2106576032","https://openalex.org/W2113363259","https://openalex.org/W2117079628","https://openalex.org/W2120889650","https://openalex.org/W2123937625","https://openalex.org/W2134099522","https://openalex.org/W2137366811","https://openalex.org/W2140387367","https://openalex.org/W2147187250","https://openalex.org/W2150137742","https://openalex.org/W2153082595","https://openalex.org/W2154105380","https://openalex.org/W2158254843","https://openalex.org/W2158312787","https://openalex.org/W2164777277","https://openalex.org/W2167690205","https://openalex.org/W2170443290","https://openalex.org/W2331728731","https://openalex.org/W2341328702","https://openalex.org/W2341909854","https://openalex.org/W2472043752"],"related_works":["https://openalex.org/W2808833968","https://openalex.org/W2289004814","https://openalex.org/W2011670355","https://openalex.org/W2162746924","https://openalex.org/W2166791242","https://openalex.org/W3196817267","https://openalex.org/W3009635394","https://openalex.org/W4236554501","https://openalex.org/W1971455722","https://openalex.org/W2748075772"],"abstract_inverted_index":{"Detecting":[0],"and":[1],"understanding":[2,39],"implicit":[3],"signals":[4],"of":[5,57],"user":[6,49],"satisfaction":[7,63,76],"are":[8],"essential":[9],"for":[10,74],"experimentation":[11],"aimed":[12,84],"at":[13,85],"predicting":[14],"searcher":[15,62],"satisfaction.":[16,69],"As":[17],"retrieval":[18],"systems":[19],"have":[20,24,78],"advanced,":[21],"search":[22],"tasks":[23,83],"steadily":[25],"emerged":[26],"as":[27],"accurate":[28],"units":[29],"not":[30],"only":[31],"to":[32,46],"capture":[33],"searcher's":[34],"goals":[35],"but":[36],"also":[37],"in":[38],"how":[40],"well":[41],"a":[42,54],"system":[43],"is":[44],"able":[45],"help":[47],"the":[48],"achieve":[50],"that":[51],"goal.":[52],"However,":[53],"major":[55],"portion":[56],"existing":[58,72],"work":[59],"on":[60,66,81],"modeling":[61],"has":[64],"focused":[65,80],"query":[67],"level":[68],"The":[70],"few":[71],"approaches":[73],"task":[75],"prediction":[77],"narrowly":[79],"simple":[82],"solving":[86],"atomic":[87],"information":[88],"needs.":[89]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
