{"id":"https://openalex.org/W3035658380","doi":"https://doi.org/10.1145/3397271.3401330","title":"Sentiment-guided Sequential Recommendation","display_name":"Sentiment-guided Sequential Recommendation","publication_year":2020,"publication_date":"2020-07-25","ids":{"openalex":"https://openalex.org/W3035658380","doi":"https://doi.org/10.1145/3397271.3401330","mag":"3035658380"},"language":"en","primary_location":{"id":"doi:10.1145/3397271.3401330","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3397271.3401330","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3397271.3401330","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval","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/10.1145/3397271.3401330","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055442726","display_name":"Lin Zheng","orcid":"https://orcid.org/0000-0002-1376-075X"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Zheng","raw_affiliation_strings":["Department of Computer Science, Shantou University, Shantou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shantou University, Shantou, China","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089248806","display_name":"Naicheng Guo","orcid":"https://orcid.org/0000-0002-0144-2148"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naicheng Guo","raw_affiliation_strings":["Department of Computer Science, Shantou University, Shantou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shantou University, Shantou, China","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026849237","display_name":"Chen Wei-hao","orcid":null},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihao Chen","raw_affiliation_strings":["Department of Computer Science, Shantou University, Shantou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shantou University, Shantou, China","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068444754","display_name":"Jin Yu","orcid":"https://orcid.org/0000-0002-1874-8995"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Yu","raw_affiliation_strings":["Department of Computer Science, Shantou University, Shantou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shantou University, Shantou, China","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063959214","display_name":"Dazhi Jiang","orcid":"https://orcid.org/0000-0003-0781-9126"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dazhi Jiang","raw_affiliation_strings":["Department of Computer Science, Shantou University, Shantou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shantou University, Shantou, China","institution_ids":["https://openalex.org/I32574673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055442726"],"corresponding_institution_ids":["https://openalex.org/I32574673"],"apc_list":null,"apc_paid":null,"fwci":5.5647,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96158973,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1957","last_page":"1960"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9925000071525574,"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":0.8599286079406738},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6567038297653198},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6009842157363892},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5470975637435913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4773428738117218},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4566953778266907},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41933929920196533},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3251902461051941}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8599286079406738},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6567038297653198},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6009842157363892},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5470975637435913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4773428738117218},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4566953778266907},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41933929920196533},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3251902461051941},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3397271.3401330","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3397271.3401330","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3397271.3401330","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3397271.3401330","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3397271.3401330","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3397271.3401330","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3566486044","display_name":null,"funder_award_id":"51501053","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4009049029","display_name":null,"funder_award_id":"Startup","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5249178904","display_name":null,"funder_award_id":"Grant No. 6","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6626564891","display_name":null,"funder_award_id":"NTF18017","funder_id":"https://openalex.org/F4320310972","funder_display_name":"Shantou University"},{"id":"https://openalex.org/G7173709229","display_name":null,"funder_award_id":"61902231","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320310972","display_name":"Shantou University","ror":"https://ror.org/01a099706"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3035658380.pdf","grobid_xml":"https://content.openalex.org/works/W3035658380.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2123442489","https://openalex.org/W2469952266","https://openalex.org/W2626778328","https://openalex.org/W2798385737","https://openalex.org/W2798450502","https://openalex.org/W2888983470","https://openalex.org/W2909540978","https://openalex.org/W2964316331","https://openalex.org/W2965744319","https://openalex.org/W2966483207","https://openalex.org/W3023302467","https://openalex.org/W3100480425"],"related_works":["https://openalex.org/W3089396779","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W2765903680"],"abstract_inverted_index":{"The":[0,84],"existing":[1],"sequential":[2,34,75,95,133],"recommendation":[3,134],"methods":[4,27,135],"focus":[5],"on":[6,37,63],"modeling":[7,123],"the":[8,30,41,58,99,113,117],"temporal":[9,42,61],"relationships":[10],"of":[11,32,60,88,103,119],"user":[12,64,72,96],"behaviors":[13],"and":[14,93,98],"are":[15],"good":[16],"at":[17],"using":[18],"additional":[19],"item":[20],"information":[21],"to":[22,91,107],"improve":[23],"performance.":[24],"However,":[25],"these":[26,120],"rarely":[28],"consider":[29],"influences":[31],"users'":[33,53],"subjective":[35],"sentiments":[36,62],"their":[38],"behaviors---and":[39],"sometimes":[40],"changes":[43],"in":[44,52,109],"human":[45],"sentiment":[46,105,122,138],"patterns":[47],"plays":[48],"a":[49,80],"decisive":[50],"role":[51],"final":[54],"preferences.":[55],"To":[56],"investigate":[57],"influence":[59],"preferences,":[65],"we":[66,78,115],"propose":[67],"generating":[68],"preferences":[69],"by":[70],"guiding":[71],"behavior":[73],"through":[74,125],"sentiments.":[76],"Specifically,":[77],"design":[79],"dual-channel":[81],"fusion":[82],"mechanism.":[83],"main":[85],"channel":[86,101],"consists":[87,102],"sentiment-guided":[89],"attention":[90,106],"match":[92],"guide":[94],"behavior,":[97],"secondary":[100],"sparse":[104],"assist":[108],"preference":[110],"generation.":[111],"In":[112],"experiments,":[114],"demonstrate":[116],"effectiveness":[118],"two":[121],"mechanisms":[124],"ablation":[126],"studies.":[127],"Our":[128],"approach":[129],"outperforms":[130],"current":[131],"state-of-the-art":[132],"that":[136],"incorporate":[137],"factors.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}