{"id":"https://openalex.org/W2762363101","doi":"https://doi.org/10.1109/cscwd.2017.8066731","title":"Integrating supply and demand chains in personalized recommendation via chain-coupled tensor factorization","display_name":"Integrating supply and demand chains in personalized recommendation via chain-coupled tensor factorization","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2762363101","doi":"https://doi.org/10.1109/cscwd.2017.8066731","mag":"2762363101"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd.2017.8066731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2017.8066731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"article","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/A5014642327","display_name":"Qianyu Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qianyu Jiang","raw_affiliation_strings":["Shandong University, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113891114","display_name":"Xiutao Shi","orcid":"https://orcid.org/0000-0003-2243-7126"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiutao Shi","raw_affiliation_strings":["Shandong University, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054050815","display_name":"Guangxi Li","orcid":"https://orcid.org/0000-0002-2234-9188"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangxi Li","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395537","display_name":"Bin Liu","orcid":"https://orcid.org/0000-0002-8917-874X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Liu","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101963647","display_name":"Lei Wu","orcid":"https://orcid.org/0000-0003-0066-3042"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wu","raw_affiliation_strings":["Shandong University, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002025125","display_name":"Shijun Liu","orcid":"https://orcid.org/0000-0002-4108-1391"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijun Liu","raw_affiliation_strings":["Shandong University, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014642327"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":0.2306,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47611465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9936000108718872,"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":0.9359999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.8302304148674011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7765871286392212},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7634845972061157},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6235700845718384},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5635829567909241},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.49283361434936523},{"id":"https://openalex.org/keywords/supply-and-demand","display_name":"Supply and demand","score":0.47701478004455566},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.4522741436958313},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.43310225009918213},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.4319967031478882},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4129820764064789},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.26102399826049805},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19122058153152466},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11481505632400513},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10253599286079407},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.10107576847076416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09213510155677795}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.8302304148674011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7765871286392212},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7634845972061157},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6235700845718384},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5635829567909241},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.49283361434936523},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.47701478004455566},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.4522741436958313},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.43310225009918213},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.4319967031478882},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4129820764064789},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.26102399826049805},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19122058153152466},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11481505632400513},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10253599286079407},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.10107576847076416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09213510155677795},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd.2017.8066731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2017.8066731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1246381107","https://openalex.org/W1632866817","https://openalex.org/W1814521481","https://openalex.org/W1921081011","https://openalex.org/W1921200167","https://openalex.org/W1971040550","https://openalex.org/W2054141820","https://openalex.org/W2060820597","https://openalex.org/W2100033597","https://openalex.org/W2109102948","https://openalex.org/W2117420919","https://openalex.org/W2117587045","https://openalex.org/W2130852547","https://openalex.org/W2135780463","https://openalex.org/W2144685566","https://openalex.org/W2164278908","https://openalex.org/W2302604136","https://openalex.org/W2963544062","https://openalex.org/W3102201080","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W4307365413","https://openalex.org/W53041923","https://openalex.org/W3215387042","https://openalex.org/W2368095327","https://openalex.org/W1990410102","https://openalex.org/W1678284480","https://openalex.org/W2569159670","https://openalex.org/W3205872836","https://openalex.org/W3007223578","https://openalex.org/W2768576156"],"abstract_inverted_index":{"Standard":[0],"recommender":[1],"systems":[2],"usually":[3],"rely":[4],"only":[5],"on":[6,106,116],"past":[7],"user":[8,78],"ratings":[9,79],"as":[10,12,80,82],"well":[11,81],"optional":[13],"profiles":[14],"of":[15,27,35,41,111],"customers":[16,36],"and":[17,37,62,71,99],"products.":[18],"In":[19,89],"e-commerce":[20],"settings,":[21],"however,":[22],"a":[23,54,67],"more":[24],"complete":[25],"understanding":[26],"the":[28,33,38,45,60,95,107,121],"corresponding":[29],"bi-directional":[30],"impact":[31],"between":[32,97],"demands":[34],"supply":[39,61,83],"capabilities":[40],"providers":[42],"can":[43,93],"be":[44],"key":[46],"to":[47,52],"success.":[48],"This":[49],"motivates":[50],"us":[51],"design":[53,102],"recommendation":[55],"model":[56,92,123],"that":[57,120],"explicitly":[58],"reflects":[59],"demand":[63],"chains.":[64],"We":[65,101],"propose":[66],"Multi-relational":[68],"Coupled":[69],"Tensor":[70],"Matrix":[72],"Factorization":[73],"model,":[74],"which":[75],"jointly":[76],"models":[77],"chain":[84],"relationships":[85],"for":[86],"product":[87],"recommendation.":[88],"addition,":[90],"our":[91],"predict":[94],"links":[96],"suppliers":[98],"manufacturers.":[100],"an":[103],"algorithm":[104],"based":[105],"Alternating":[108],"Direction":[109],"Method":[110],"Multipliers":[112],"(ADMM)":[113],"technique.":[114],"Experiments":[115],"real-world":[117],"datasets":[118],"find":[119],"proposed":[122],"outperforms":[124],"traditional":[125],"methods.":[126]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
