{"id":"https://openalex.org/W2810855141","doi":"https://doi.org/10.1109/uic-atc.2017.8397433","title":"Goods recommendation based on retail knowledge in a Neo4j graph database combined with an inference mechanism implemented in jess","display_name":"Goods recommendation based on retail knowledge in a Neo4j graph database combined with an inference mechanism implemented in jess","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2810855141","doi":"https://doi.org/10.1109/uic-atc.2017.8397433","mag":"2810855141"},"language":"en","primary_location":{"id":"doi:10.1109/uic-atc.2017.8397433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uic-atc.2017.8397433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SmartWorld, Ubiquitous Intelligence &amp; Computing, Advanced &amp; Trusted Computed, Scalable Computing &amp; Communications, Cloud &amp; Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)","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/A5112540199","display_name":"Takahiro Konno","orcid":null},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takahiro Konno","raw_affiliation_strings":["Faculty of Computer Information and Sciences, Hosei University, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Information and Sciences, Hosei University, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005081022","display_name":"Runhe Huang","orcid":"https://orcid.org/0000-0001-5742-3766"},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Runhe Huang","raw_affiliation_strings":["Faculty of Computer Information and Sciences, Hosei University, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Information and Sciences, Hosei University, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014860606","display_name":"Tao Ban","orcid":"https://orcid.org/0000-0002-9616-3212"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tao Ban","raw_affiliation_strings":["Cybersecurity Research Institute, National Institute of Information and Communications Technology, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cybersecurity Research Institute, National Institute of Information and Communications Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084572310","display_name":"Chuanhe Huang","orcid":"https://orcid.org/0000-0001-5554-4871"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanhe Huang","raw_affiliation_strings":["School of Computer, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9990000128746033,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9990000128746033,"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/T11106","display_name":"Data Management and Algorithms","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8461834192276001},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5657914876937866},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5641306042671204},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.5405492186546326},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5401164293289185},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.5377291440963745},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.526043176651001},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.49659544229507446},{"id":"https://openalex.org/keywords/inference-engine","display_name":"Inference engine","score":0.46071726083755493},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.4264179468154907},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3608470559120178},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3269348740577698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1798200011253357}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8461834192276001},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5657914876937866},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5641306042671204},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.5405492186546326},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5401164293289185},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.5377291440963745},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.526043176651001},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.49659544229507446},{"id":"https://openalex.org/C46743427","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference engine","level":3,"score":0.46071726083755493},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.4264179468154907},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3608470559120178},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3269348740577698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1798200011253357},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/uic-atc.2017.8397433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uic-atc.2017.8397433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SmartWorld, Ubiquitous Intelligence &amp; Computing, Advanced &amp; Trusted Computed, Scalable Computing &amp; Communications, Cloud &amp; Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W124234194","https://openalex.org/W1568136146","https://openalex.org/W1582734619","https://openalex.org/W1854878607","https://openalex.org/W1966039095","https://openalex.org/W1973023914","https://openalex.org/W2015557855","https://openalex.org/W2158278915","https://openalex.org/W2185850458","https://openalex.org/W2399468715","https://openalex.org/W2533105572","https://openalex.org/W6605002052","https://openalex.org/W6641778288","https://openalex.org/W6712987616"],"related_works":["https://openalex.org/W2045726866","https://openalex.org/W2354320020","https://openalex.org/W1498088200","https://openalex.org/W2576952456","https://openalex.org/W2020819981","https://openalex.org/W2057110953","https://openalex.org/W1998044538","https://openalex.org/W4206316315","https://openalex.org/W2358462652","https://openalex.org/W2090758425"],"abstract_inverted_index":{"Along":[0],"with":[1,84,123],"the":[2,67,80,92,144,151,161,164],"extensive":[3],"use":[4],"of":[5,41,143,150,154,157,166],"ontologies":[6],"as":[7],"a":[8,16,30,51,56,96,124],"well-established":[9],"means":[10],"for":[11,19,101],"knowledge":[12,27,53,138],"representation,":[13],"there":[14],"is":[15,35,66,79,110,121,146],"pressing":[17],"need":[18],"methods":[20],"that":[21],"can":[22],"transform":[23],"ontology":[24,74],"information":[25,103,117],"into":[26],"stored":[28],"in":[29,39,112,137,148],"Graph":[31],"Database":[32],"(GDB)":[33],"which":[34],"considered":[36],"human-like":[37],"thinking":[38],"terms":[40,149],"objects":[42],"and":[43,59,105,116,119,130,135,163],"their":[44],"relations.":[45],"In":[46,87],"this":[47,88],"paper,":[48],"we":[49,90],"describe":[50],"two-layer":[52,93,108],"graph":[54,69,139],"database:":[55],"concept":[57,64,85],"layer":[58,65,78],"an":[60,73],"instance":[61,77,81],"layer.":[62],"The":[63,76,107,128,141],"resulting":[68],"representation":[70],"transferred":[71],"from":[72],"representation.":[75],"data":[82,100,159],"associated":[83],"nodes.":[86],"research,":[89],"apply":[91],"approach":[94],"to":[95],"retail":[97,158],"business":[98,102],"transaction":[99],"query":[104,118,129],"reasoning.":[106],"structure":[109],"implemented":[111,122],"Neo4j":[113],"GDB":[114,162],"platform":[115],"recommendation":[120,131],"Jess":[125],"reasoning":[126],"engine.":[127],"results":[132],"are":[133],"represented":[134],"visualized":[136],"structures.":[140],"performance":[142],"system":[145],"evaluated":[147],"time":[152],"efficiency":[153],"answering":[155],"queries":[156],"using":[160],"novelty":[165],"recommendations.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
