{"id":"https://openalex.org/W4226112616","doi":"https://doi.org/10.1109/ccis53392.2021.9754616","title":"Network Embedding Based Collaborative Filtering Model Equipped With User Purchase Motivation and Potential Interactions","display_name":"Network Embedding Based Collaborative Filtering Model Equipped With User Purchase Motivation and Potential Interactions","publication_year":2021,"publication_date":"2021-11-07","ids":{"openalex":"https://openalex.org/W4226112616","doi":"https://doi.org/10.1109/ccis53392.2021.9754616"},"language":"en","primary_location":{"id":"doi:10.1109/ccis53392.2021.9754616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis53392.2021.9754616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 7th International Conference on Cloud Computing and Intelligent Systems (CCIS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100400212","display_name":"Shuo Wang","orcid":"https://orcid.org/0009-0006-5388-2774"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Wang","raw_affiliation_strings":["Shandong University of Science and Technology,School of Computer Science and Engineering,Qingdao,China,266590"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology,School of Computer Science and Engineering,Qingdao,China,266590","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101440938","display_name":"Hui Zhou","orcid":"https://orcid.org/0000-0002-0690-7856"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhou","raw_affiliation_strings":["Xidian University,School of Electronic Engineering,Xi’an,Shanxi Province,China,710071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,School of Electronic Engineering,Xi’an,Shanxi Province,China,710071","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100674546","display_name":"Mingxin Li","orcid":"https://orcid.org/0009-0002-7669-1824"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxin Li","raw_affiliation_strings":["Shandong University of Science and Technology,School of Computer Science and Engineering,Qingdao,China,266590"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology,School of Computer Science and Engineering,Qingdao,China,266590","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114182123","display_name":"Chao Li","orcid":"https://orcid.org/0000-0002-3131-2723"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Li","raw_affiliation_strings":["Shandong University of Science and Technology,School of Computer Science and Engineering,Qingdao,China,266590"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology,School of Computer Science and Engineering,Qingdao,China,266590","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065110066","display_name":"Zhongying Zhao","orcid":"https://orcid.org/0000-0002-5880-0225"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongying Zhao","raw_affiliation_strings":["Shandong University of Science and Technology,School of Computer Science and Engineering,Qingdao,China,266590"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology,School of Computer Science and Engineering,Qingdao,China,266590","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"42","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9866999983787537,"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":0.7384926676750183},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.6638700366020203},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6233656406402588},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5495905876159668},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.2996126711368561},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22956117987632751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21656230092048645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7384926676750183},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6638700366020203},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6233656406402588},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5495905876159668},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.2996126711368561},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22956117987632751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21656230092048645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis53392.2021.9754616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis53392.2021.9754616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 7th International Conference on Cloud Computing and Intelligent Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1720514416","https://openalex.org/W2116341502","https://openalex.org/W2137245235","https://openalex.org/W2169661502","https://openalex.org/W2245341025","https://openalex.org/W2409498980","https://openalex.org/W2807021761","https://openalex.org/W2964015378","https://openalex.org/W2976437964","https://openalex.org/W2998101974","https://openalex.org/W3040963377","https://openalex.org/W3100848837","https://openalex.org/W3118327669","https://openalex.org/W6684754188","https://openalex.org/W6714585510","https://openalex.org/W6726873649"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2398165842","https://openalex.org/W197922276","https://openalex.org/W4226158052","https://openalex.org/W1809731386","https://openalex.org/W4388863299","https://openalex.org/W2160332782","https://openalex.org/W2945818642","https://openalex.org/W2146181690"],"abstract_inverted_index":{"The":[0],"user-item":[1],"interactions":[2],"in":[3],"recommender":[4],"systems":[5],"can":[6],"be":[7],"modeled":[8],"as":[9],"a":[10,54],"bipartite":[11,15],"graph.":[12],"With":[13],"the":[14,24,27,33,38,49,77,81,87],"graph,":[16],"numerous":[17],"researches":[18],"have":[19],"been":[20],"devoted":[21],"to":[22,31],"learning":[23],"representation":[25],"of":[26,35],"user\u2019s":[28],"fine-grained":[29],"preferences":[30],"improve":[32],"performance":[34],"recommendation.":[36],"However,":[37],"existing":[39],"work":[40],"cannot":[41],"fully":[42],"encode":[43],"high-order":[44],"collaborative":[45,58],"interaction.":[46,68],"To":[47],"address":[48],"above":[50],"problem,":[51],"we":[52],"propose":[53],"network":[55],"embedding":[56],"based":[57],"filtering":[59],"model":[60,79],"equipped":[61],"with":[62],"user":[63],"purchase":[64],"motivation":[65],"and":[66,84],"potential":[67],"Experimental":[69],"results":[70],"on":[71],"three":[72],"real":[73],"datasets":[74],"demonstrate":[75],"that":[76],"proposed":[78],"outperforms":[80],"competitive":[82],"baselines":[83],"significantly":[85],"improves":[86],"recommending":[88],"performance.":[89]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}