{"id":"https://openalex.org/W4386729701","doi":"https://doi.org/10.1145/3604915.3608776","title":"Sequential Recommendation Models: A Graph-based Perspective","display_name":"Sequential Recommendation Models: A Graph-based Perspective","publication_year":2023,"publication_date":"2023-09-14","ids":{"openalex":"https://openalex.org/W4386729701","doi":"https://doi.org/10.1145/3604915.3608776"},"language":"en","primary_location":{"id":"doi:10.1145/3604915.3608776","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3604915.3608776","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3604915.3608776?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3604915.3608776?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084204756","display_name":"Andreas Peintner","orcid":"https://orcid.org/0000-0001-7337-524X"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Andreas Peintner","raw_affiliation_strings":["University of Innsbruck, Austria"],"raw_orcid":"https://orcid.org/0000-0001-7337-524X","affiliations":[{"raw_affiliation_string":"University of Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5084204756"],"corresponding_institution_ids":["https://openalex.org/I190249584"],"apc_list":null,"apc_paid":null,"fwci":0.8968,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80042836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1295","last_page":"1299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":"Advanced Graph Neural Networks","score":0.9991000294685364,"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":"Topic Modeling","score":0.9936000108718872,"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":0.7089890241622925},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5573199987411499},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4693893790245056},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4254250228404999},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36336225271224976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3105943202972412},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1252608299255371},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07913926243782043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7089890241622925},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5573199987411499},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4693893790245056},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4254250228404999},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36336225271224976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3105943202972412},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1252608299255371},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07913926243782043}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3604915.3608776","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3604915.3608776","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3604915.3608776?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3604915.3608776","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3604915.3608776","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3604915.3608776?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1837357248","display_name":null,"funder_award_id":"P33526","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386729701.pdf","grobid_xml":"https://content.openalex.org/works/W4386729701.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1888005072","https://openalex.org/W2154851992","https://openalex.org/W2171279286","https://openalex.org/W2469952266","https://openalex.org/W2783272285","https://openalex.org/W2809307135","https://openalex.org/W2886209086","https://openalex.org/W2899457523","https://openalex.org/W2903749028","https://openalex.org/W2951645301","https://openalex.org/W2962756421","https://openalex.org/W2964044287","https://openalex.org/W2964926209","https://openalex.org/W2965744319","https://openalex.org/W2966483207","https://openalex.org/W2997261254","https://openalex.org/W3034329572","https://openalex.org/W3065542300","https://openalex.org/W3080292067","https://openalex.org/W3100260481","https://openalex.org/W3100480425","https://openalex.org/W3101707147","https://openalex.org/W3104097132","https://openalex.org/W3113595157","https://openalex.org/W3155208531","https://openalex.org/W3173835773","https://openalex.org/W3200664681","https://openalex.org/W3209048663","https://openalex.org/W4224903369","https://openalex.org/W4283790911","https://openalex.org/W4284702430","https://openalex.org/W4285604184"],"related_works":["https://openalex.org/W2149537132","https://openalex.org/W2018871932","https://openalex.org/W641279757","https://openalex.org/W370975646","https://openalex.org/W1670566515","https://openalex.org/W2532801570","https://openalex.org/W4385627933","https://openalex.org/W2480127678","https://openalex.org/W2806270048","https://openalex.org/W4310605282"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,22],"(RS)":[2],"traditionally":[3],"leverage":[4],"the":[5,11,15,26,29,43,47,50,81],"users\u2019":[6],"rich":[7],"interaction":[8],"data":[9],"with":[10,33,49],"system,":[12],"but":[13],"ignore":[14],"sequential":[16,98],"dependency":[17],"of":[18,46,66],"items.":[19],"Sequential":[20],"recommender":[21],"aim":[23],"to":[24,71],"predict":[25],"next":[27],"item":[28],"user":[30,48],"will":[31],"interact":[32],"(e.g.,":[34],"click":[35],"on,":[36],"purchase,":[37],"or":[38],"listen":[39],"to)":[40],"based":[41],"on":[42,56],"preceding":[44],"interactions":[45],"system.":[51],"Current":[52],"state-of-the-art":[53,73],"approaches":[54],"focus":[55],"transformer-based":[57],"architectures":[58],"and":[59],"graph":[60],"neural":[61],"networks.":[62],"Specifically,":[63],"graph-based":[64,95],"modeling":[65],"sequences":[67],"has":[68],"been":[69],"shown":[70],"be":[72],"by":[74],"introducing":[75],"a":[76],"structured,":[77],"inductive":[78],"bias":[79],"into":[80,92],"recommendation":[82],"learning":[83],"framework.":[84],"In":[85],"this":[86],"work,":[87],"we":[88],"outline":[89],"our":[90],"research":[91],"designing":[93],"novel":[94],"methods":[96],"for":[97],"recommendation.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
