{"id":"https://openalex.org/W2950244811","doi":"https://doi.org/10.1145/3292500.3330889","title":"Log2Intent","display_name":"Log2Intent","publication_year":2019,"publication_date":"2019-07-25","ids":{"openalex":"https://openalex.org/W2950244811","doi":"https://doi.org/10.1145/3292500.3330889","mag":"2950244811"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3292500.3330889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","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/A5021486404","display_name":"Zhiqiang Tao","orcid":"https://orcid.org/0000-0002-5639-7540"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiqiang Tao","raw_affiliation_strings":["Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359839","display_name":"Sheng Li","orcid":"https://orcid.org/0000-0003-1205-8632"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheng Li","raw_affiliation_strings":["University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068625652","display_name":"Zhaowen Wang","orcid":"https://orcid.org/0000-0002-4605-2506"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaowen Wang","raw_affiliation_strings":["Adobe Research, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Adobe Research, San Jose, CA, USA","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400043","display_name":"Fang Chen","orcid":"https://orcid.org/0000-0003-4971-8729"},"institutions":[],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Fang","raw_affiliation_strings":["ByteDance AI Lab, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"ByteDance AI Lab, San Jose, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057330200","display_name":"Longqi Yang","orcid":"https://orcid.org/0000-0002-6615-8615"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Longqi Yang","raw_affiliation_strings":["Cornell University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, New York, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024078415","display_name":"Handong Zhao","orcid":"https://orcid.org/0000-0003-3775-2954"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Handong Zhao","raw_affiliation_strings":["Adobe Research, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Adobe Research, San Jose, CA, USA","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005819096","display_name":"Yun Fu","orcid":"https://orcid.org/0000-0002-5098-2853"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun Fu","raw_affiliation_strings":["Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.631,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":15,"citation_normalized_percentile":{"value":0.871774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":90},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender System Technologies","score":0.9998,"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/T10203","display_name":"Recommender System Technologies","score":0.9998,"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/T11273","display_name":"Graph Neural Network Models and Applications","score":0.9952,"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"}},{"id":"https://openalex.org/T10028","display_name":"Natural Language Processing","score":0.9899,"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/trace","display_name":"TRACE (psycholinguistics)","score":0.7509247},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User Modeling","score":0.536413},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"Semantic gap","score":0.42632207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.86336464},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.7509247},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5940224},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5570569},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.47466946},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44254097},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44005072},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.42632207},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3761528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3327899},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14605713},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.120702535},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07422584},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3292500.3330889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.51,"display_name":"Quality education"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":40,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1924770834","https://openalex.org/W1978196964","https://openalex.org/W2051434435","https://openalex.org/W2064675550","https://openalex.org/W2082260230","https://openalex.org/W2089825482","https://openalex.org/W2101409192","https://openalex.org/W2116436752","https://openalex.org/W2133564696","https://openalex.org/W2137028279","https://openalex.org/W2143612262","https://openalex.org/W2161968588","https://openalex.org/W2168298345","https://openalex.org/W2250539671","https://openalex.org/W2262817822","https://openalex.org/W2293453011","https://openalex.org/W2339074556","https://openalex.org/W2341535507","https://openalex.org/W2583674722","https://openalex.org/W2612658537","https://openalex.org/W2783944588","https://openalex.org/W2803718882","https://openalex.org/W2809229100","https://openalex.org/W2809291355","https://openalex.org/W2940040301","https://openalex.org/W2949335953","https://openalex.org/W2949448917","https://openalex.org/W2949888546","https://openalex.org/W2950577311","https://openalex.org/W2950726992","https://openalex.org/W2951008357","https://openalex.org/W2951777936","https://openalex.org/W2963077125","https://openalex.org/W2963448850","https://openalex.org/W2963981376","https://openalex.org/W3005522790","https://openalex.org/W3037881859","https://openalex.org/W3037932933","https://openalex.org/W3097991661"],"related_works":["https://openalex.org/W2508713803","https://openalex.org/W2373526234","https://openalex.org/W2124180575","https://openalex.org/W2046589280","https://openalex.org/W2037415180","https://openalex.org/W2013076598","https://openalex.org/W2002918846","https://openalex.org/W1926504679","https://openalex.org/W1526789715","https://openalex.org/W137965669"],"abstract_inverted_index":{"Modeling":[0],"user":[1,18,38,51,85,157,168,172],"behavior":[2],"from":[3,112],"unstructured":[4],"software":[5,115],"log-trace":[6,94,137,156],"data":[7,95],"is":[8,105,123],"critical":[9],"in":[10,28,53,84,160],"providing":[11],"personalized":[12],"service":[13],"(\\emphe.g.,":[14],"cross-platform":[15],"recommendation).":[16],"Existing":[17],"modeling":[19,52,61,158],"approaches":[20],"cannot":[21],"well":[22],"handle":[23],"the":[24,80,90,109,119,126,146,149,154],"long-term":[25,81],"temporal":[26,66,82],"information":[27,83],"log":[29,73,165],"data,":[30],"or":[31],"produce":[32],"semantically":[33],"meaningful":[34],"results":[35],"for":[36,49],"interpreting":[37],"logs.":[39],"To":[40],"address":[41],"these":[42],"challenges,":[43],"we":[44],"propose":[45],"a":[46,58,65,68,72,99,134],"Log2Intent":[47,56,151],"framework":[48,62,152],"interpretable":[50],"this":[54],"paper.":[55],"adopts":[57],"deep":[59],"sequential":[60],"that":[63],"contains":[64],"encoder,":[67],"semantic":[69,91,127],"encoder":[70,128],"and":[71,76,96,118,171],"action":[74,174],"decoder,":[75],"it":[77],"fully":[78],"captures":[79],"sessions.":[86],"Moreover,":[87],"to":[88,107],"bridge":[89],"gap":[92],"between":[93],"human":[97],"language,":[98],"recurrent":[100],"semantics":[101],"memory":[102],"unit":[103],"(RSMU)":[104],"proposed":[106,150],"encode":[108],"annotation":[110,166],"sentences":[111],"an":[113,140],"auxiliary":[114,141],"tutorial":[116,143],"dataset,":[117],"output":[120],"of":[121,129,148],"RSMU":[122],"fed":[124],"into":[125],"Log2Intent.":[130],"Comprehensive":[131],"experiments":[132],"on":[133],"real-world":[135],"Photoshop":[136,142],"dataset":[138,144],"with":[139],"demonstrate":[145],"effectiveness":[147],"over":[153],"state-of-the-art":[155],"method":[159],"three":[161],"different":[162],"tasks,":[163],"including":[164],"retrieval,":[167],"interest":[169],"detection":[170],"next":[173],"prediction.":[175]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2950244811","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2024-11-28T12:31:09.450934","created_date":"2019-06-27"}