{"id":"https://openalex.org/W4403584311","doi":"https://doi.org/10.34028/iajit/21/6/7","title":"Enhancing Session-Based Recommendations by Fusing Candidate Items","display_name":"Enhancing Session-Based Recommendations by Fusing Candidate Items","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403584311","doi":"https://doi.org/10.34028/iajit/21/6/7"},"language":"en","primary_location":{"id":"doi:10.34028/iajit/21/6/7","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/21/6/7","pdf_url":"https://doi.org/10.34028/iajit/21/6/7","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.34028/iajit/21/6/7","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100308186","display_name":"Yingjuan Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yingjuan Sun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082419115","display_name":"Wanhua Li","orcid":"https://orcid.org/0000-0002-2730-0543"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wanhua Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Jingqi Xing","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingqi Xing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061314457","display_name":"Bangzuo Zhang","orcid":"https://orcid.org/0000-0002-3438-6795"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bangzuo Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066597178","display_name":"Dongbing Pu","orcid":"https://orcid.org/0000-0002-0431-4045"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dongbing Pu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318540","display_name":"Qian Liu","orcid":"https://orcid.org/0000-0002-0517-7687"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qian Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Yinghui Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yinghui Sun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27808159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.977400004863739,"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":0.977400004863739,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9162999987602234,"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/computer-science","display_name":"Computer science","score":0.9051620960235596},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.8310296535491943},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1996956169605255}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9051620960235596},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.8310296535491943},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1996956169605255}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.34028/iajit/21/6/7","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/21/6/7","pdf_url":"https://doi.org/10.34028/iajit/21/6/7","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.34028/iajit/21/6/7","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/21/6/7","pdf_url":"https://doi.org/10.34028/iajit/21/6/7","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322174","display_name":"People's Government of Jilin Province","ror":"https://ror.org/02fzqav45"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403584311.pdf","grobid_xml":"https://content.openalex.org/works/W4403584311.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"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/W621808327","https://openalex.org/W644007644","https://openalex.org/W2497198634","https://openalex.org/W3012257603","https://openalex.org/W1586784764"],"abstract_inverted_index":{"Session-based":[0],"recommendations":[1],"are":[2],"used":[3],"to":[4,23,54,69,81,89,101,125],"convert":[5],"complex":[6],"items":[7,57,87,107],"by":[8],"using":[9],"the":[10,90,95,106,109],"graph":[11,66],"neural":[12,51,67],"network,":[13],"where":[14],"this":[15,28,60],"also":[16],"involves":[17],"combining":[18],"session-level":[19,71,99],"and":[20,72,75,98],"global-level":[21,73],"information":[22,100,104],"discover":[24],"user":[25,34],"preferences.":[26],"However,":[27],"ap-proach":[29],"en-counters":[30],"certain":[31],"problems.":[32],"A":[33],"with":[35],"extensive":[36],"interests":[37],"should":[38],"be":[39],"offered":[40],"more":[41],"than":[42],"one":[43],"recommendation":[44],"of":[45,85],"candidate":[46,56,86],"items.":[47],"We":[48,62],"propose":[49],"a":[50,65,83],"network-based":[52],"model":[53,122],"fuse":[55],"based":[58],"on":[59,105,114],"premise.":[61],"first":[63],"use":[64,77],"network":[68],"acquire":[70,102],"information,":[74],"then":[76],"an":[78],"attention":[79],"mechanism":[80],"obtain":[82],"representation":[84],"recommended":[88],"user.":[91],"Finally,":[92],"we":[93],"integrate":[94],"candidate-level,":[96],"glob-al-level,":[97],"rich":[103],"in":[108,128],"given":[110],"session.":[111],"Extensive":[112],"tests":[113],"three":[115],"empirically":[116],"ac-quired":[117],"datasets":[118],"showed":[119],"that":[120],"our":[121],"is":[123],"superior":[124],"baseline":[126],"models":[127],"most":[129],"cases.":[130]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}