{"id":"https://openalex.org/W4408997019","doi":"https://doi.org/10.1145/3727647","title":"Intention-sensitive Preference Learning Network for Personalized Session-based Recommendation","display_name":"Intention-sensitive Preference Learning Network for Personalized Session-based Recommendation","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4408997019","doi":"https://doi.org/10.1145/3727647"},"language":"en","primary_location":{"id":"doi:10.1145/3727647","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3727647","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3727647","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3727647","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053385558","display_name":"Qingbo Zhang","orcid":"https://orcid.org/0000-0002-7832-7148"},"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"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Qingbo Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University","Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-7832-7148","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079763362","display_name":"Xiaochun Yang","orcid":"https://orcid.org/0000-0002-6184-4771"},"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"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiaochun Yang","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University","Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-6184-4771","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hao Chen","orcid":"https://orcid.org/0000-0002-5254-3491"},"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"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hao Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University","Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-5254-3491","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100372342","display_name":"Bin Wang","orcid":"https://orcid.org/0000-0002-2694-1023"},"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"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Bin Wang","raw_affiliation_strings":["Key Laboratory of Data Analytics and Optimization for Smart Industry, Northeastern University, Ministry of Education","National Frontiers Science Center for Industrial Intelligence and Systems Optimization","School of Computer Science and Engineering, Northeastern University","National Frontiers Science Center for Industrial Intelligence and Systems Optimization, Shenyang, China","Key Laboratory of Data Analytics and Optimization for Smart Industry, Northeastern University, Ministry of Education, Shenyang, China","Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-2694-1023","affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Analytics and Optimization for Smart Industry, Northeastern University, Ministry of Education","institution_ids":[]},{"raw_affiliation_string":"National Frontiers Science Center for Industrial Intelligence and Systems Optimization","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"National Frontiers Science Center for Industrial Intelligence and Systems Optimization, Shenyang, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Data Analytics and Optimization for Smart Industry, Northeastern University, Ministry of Education, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024298278","display_name":"Xiangmin Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095297","display_name":"MIT University","ror":"https://ror.org/00v140q16","country_code":"MK","type":"education","lineage":["https://openalex.org/I4210095297"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","MK"],"is_corresponding":false,"raw_author_name":"Xiangmin Zhou","raw_affiliation_strings":["School of Computing Technologies, RMIT University","School of Computing Technologies, RMIT University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1302-818X","affiliations":[{"raw_affiliation_string":"School of Computing Technologies, RMIT University","institution_ids":["https://openalex.org/I4210095297","https://openalex.org/I82951845"]},{"raw_affiliation_string":"School of Computing Technologies, RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053385558"],"corresponding_institution_ids":["https://openalex.org/I12912129","https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":2.9051,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88970404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"4","issue":"1","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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 Systems and Techniques","score":0.9998000264167786,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/session","display_name":"Session (web analytics)","score":0.8196925520896912},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6416210532188416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5784605145454407},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3342400789260864},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3209015130996704},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21946179866790771},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.05468788743019104}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.8196925520896912},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6416210532188416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5784605145454407},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3342400789260864},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3209015130996704},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21946179866790771},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.05468788743019104},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3727647","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3727647","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3727647","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3727647","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3727647","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3727647","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2311391187","display_name":null,"funder_award_id":"B16009","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G3701577403","display_name":null,"funder_award_id":"U22A2025, 62232007, U23A20309","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408997019.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1652763299","https://openalex.org/W1987961977","https://openalex.org/W1989318262","https://openalex.org/W2042281163","https://openalex.org/W2078663894","https://openalex.org/W2171279286","https://openalex.org/W2334782222","https://openalex.org/W2469952266","https://openalex.org/W2507741081","https://openalex.org/W2512965516","https://openalex.org/W2589887588","https://openalex.org/W2591957553","https://openalex.org/W2608239929","https://openalex.org/W2625746539","https://openalex.org/W2626454364","https://openalex.org/W2699794116","https://openalex.org/W2739901700","https://openalex.org/W2775582110","https://openalex.org/W2777210537","https://openalex.org/W2788997749","https://openalex.org/W2795199972","https://openalex.org/W2809307135","https://openalex.org/W2899457523","https://openalex.org/W2964044287","https://openalex.org/W2965898633","https://openalex.org/W2972941122","https://openalex.org/W2982267219","https://openalex.org/W2997864604","https://openalex.org/W3021402147","https://openalex.org/W3033342855","https://openalex.org/W3041537557","https://openalex.org/W3093891819","https://openalex.org/W3098231197","https://openalex.org/W3101063193","https://openalex.org/W3185693672","https://openalex.org/W4233840023","https://openalex.org/W4385373545"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4230197055","https://openalex.org/W4296749040","https://openalex.org/W4404605447","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W2497198634","https://openalex.org/W3012257603"],"abstract_inverted_index":{"Nowadays,":[0],"research":[1],"on":[2,22,155,228],"session-based":[3],"recommender":[4],"systems":[5],"(SRSs)":[6],"is":[7,84,183],"one":[8],"of":[9,220,238],"the":[10,14,23,36,56,90,136,140,156,159,163,174,179,187,192,200,208,212,218,221,236],"hot":[11],"spots":[12],"in":[13,173,211],"recommendation":[15,81,210],"domain.":[16],"Existing":[17],"methods":[18],"make":[19],"recommendations":[20],"based":[21],"user\u2019s":[24,91,141,175,180],"current":[25,146],"intention":[26,125,137,143,204],"(also":[27],"called":[28],"short-term":[29],"preference)":[30],"during":[31],"a":[32,72,110],"session,":[33,73],"often":[34],"overlooking":[35],"specific":[37],"preferences":[38,49,60,100],"associated":[39],"with":[40,69,241],"these":[41,102],"intentions.":[42],"In":[43,105],"reality,":[44],"users":[45,67],"usually":[46],"exhibit":[47],"diverse":[48],"for":[50,55],"different":[51],"intentions,":[52],"and":[53,131,203],"even":[54],"same":[57],"intention,":[58,158],"individual":[59],"can":[61,76],"vary":[62],"significantly":[63],"between":[64],"users.":[65],"As":[66],"interact":[68],"items":[70,172],"throughout":[71],"their":[74,98],"intentions":[75,92,103],"shift":[77],"accordingly.":[78],"To":[79,216],"enhance":[80],"quality,":[82],"it":[83],"crucial":[85],"not":[86],"only":[87],"to":[88,95,185,190,206],"consider":[89],"but":[93],"also":[94],"dynamically":[96],"learn":[97],"varying":[99],"as":[101],"change.":[104],"this":[106],"article,":[107],"we":[108,224],"propose":[109],"novel":[111],"I":[112],"ntention-sensitive":[113],"P":[114],"reference":[115],"L":[116],"earning":[117],"N":[118],"etwork":[119],"(IPLN)":[120],"including":[121],"three":[122],"main":[123],"modules:":[124],"recognizer":[126,138],",":[127,130],"preference":[128,160,165,182,189,202],"detector":[129,161],"prediction":[132,213],"layer":[133,214],".":[134,215],"Specifically,":[135],"infers":[139],"underlying":[142],"within":[144],"his/her":[145],"session":[147],"by":[148,166],"analyzing":[149],"complex":[150],"relationships":[151],"among":[152],"items.":[153],"Based":[154],"acquired":[157],"learns":[162],"intention-specific":[164],"selectively":[167],"integrating":[168],"latent":[169],"features":[170],"from":[171,196],"historical":[176,197],"sessions.":[177],"Besides,":[178],"general":[181],"utilized":[184],"refine":[186],"obtained":[188],"reduce":[191],"potential":[193],"noise":[194],"carried":[195],"records.":[198],"Ultimately,":[199],"fine-tuned":[201],"collaborate":[205],"instruct":[207],"next-item":[209],"prove":[217],"effectiveness":[219],"proposed":[222],"IPLN,":[223],"perform":[225],"extensive":[226],"experiments":[227],"two":[229],"real-world":[230],"datasets.":[231],"The":[232],"experiment":[233],"results":[234],"demonstrate":[235],"superiority":[237],"IPLN":[239],"compared":[240],"other":[242],"state-of-the-art":[243],"models.":[244]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
