{"id":"https://openalex.org/W2533957043","doi":"https://doi.org/10.1109/besc.2014.7059508","title":"An approach for discovering user similarity in social networks based on the Bayesian network and MapReduce","display_name":"An approach for discovering user similarity in social networks based on the Bayesian network and MapReduce","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2533957043","doi":"https://doi.org/10.1109/besc.2014.7059508","mag":"2533957043"},"language":"en","primary_location":{"id":"doi:10.1109/besc.2014.7059508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc.2014.7059508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC2014)","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/A5112125069","display_name":"Juan Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juan Xu","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041269918","display_name":"Kun Yue","orcid":"https://orcid.org/0000-0003-3641-1461"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Yue","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364789","display_name":"Jin Li","orcid":"https://orcid.org/0000-0002-3628-7037"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Li","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100612008","display_name":"Feng Wang","orcid":"https://orcid.org/0000-0001-6494-3639"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Wang","raw_affiliation_strings":["Yunnan Computer Technology, Kunming University of Science and Technology, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Yunnan Computer Technology, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100768142","display_name":"Weiyi Liu","orcid":"https://orcid.org/0000-0003-4180-4489"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiyi Liu","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112125069"],"corresponding_institution_ids":["https://openalex.org/I189210763"],"apc_list":null,"apc_paid":null,"fwci":0.2345,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60642128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9986000061035156,"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":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8139359951019287},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7981134653091431},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.7275631427764893},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6652306914329529},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5587864518165588},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5040770769119263},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.47840747237205505},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4272055923938751},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32756370306015015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32133936882019043},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.15891888737678528},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07369470596313477}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8139359951019287},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7981134653091431},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7275631427764893},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6652306914329529},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5587864518165588},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5040770769119263},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.47840747237205505},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4272055923938751},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32756370306015015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32133936882019043},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.15891888737678528},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07369470596313477},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/besc.2014.7059508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc.2014.7059508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC2014)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W163760944","https://openalex.org/W1452941451","https://openalex.org/W1547561528","https://openalex.org/W1967916139","https://openalex.org/W1990612306","https://openalex.org/W2013410060","https://openalex.org/W2032165954","https://openalex.org/W2055094320","https://openalex.org/W2072840758","https://openalex.org/W2083922799","https://openalex.org/W2095293504","https://openalex.org/W2102127289","https://openalex.org/W2104599107","https://openalex.org/W2121987009","https://openalex.org/W2122410182","https://openalex.org/W2142144955","https://openalex.org/W2144096031","https://openalex.org/W2145157418","https://openalex.org/W2145977038","https://openalex.org/W2157355837","https://openalex.org/W2159080219","https://openalex.org/W2166563909","https://openalex.org/W2167686542","https://openalex.org/W4252605074","https://openalex.org/W6606751972","https://openalex.org/W6628642948","https://openalex.org/W6632663641","https://openalex.org/W6678087030","https://openalex.org/W6683608245"],"related_works":["https://openalex.org/W2294667518","https://openalex.org/W2952662149","https://openalex.org/W2793616590","https://openalex.org/W2183090405","https://openalex.org/W2075666982","https://openalex.org/W2065835655","https://openalex.org/W3160699245","https://openalex.org/W2782955270","https://openalex.org/W2349928170","https://openalex.org/W2142177036"],"abstract_inverted_index":{"Adopting":[0],"Bayesian":[1],"network":[2],"(BN)":[3],"as":[4,51],"the":[5,39,65,69,89],"effective":[6],"framework":[7],"for":[8],"representing":[9],"and":[10,13,49,67,91],"inferring":[11],"dependencies":[12],"uncertainties":[14],"among":[15],"variables,":[16],"in":[17,29],"this":[18],"paper,":[19],"we":[20,33,54,74],"established":[21],"a":[22,35,56,76],"BN-based":[23],"model":[24],"to":[25,37,63,79],"discover":[26],"user":[27,47],"similarities":[28],"social":[30,46],"networks.":[31],"First,":[32],"built":[34],"BN":[36,48],"describe":[38],"direct":[40],"similarity":[41,82],"relationships":[42,83],"between":[43,84],"users,":[44],"called":[45],"abbreviated":[50],"SUBN.":[52],"Second,":[53],"proposed":[55,75],"distributed":[57],"storage":[58],"method":[59,78],"based":[60],"on":[61],"Hbase":[62],"store":[64],"SUBN":[66],"support":[68],"efficient":[70],"probabilistic":[71],"inferences.":[72],"Consequently,":[73],"SUBN-based":[77],"find":[80],"indirect":[81],"users.":[85],"Experimental":[86],"results":[87],"show":[88],"efficiency":[90],"accuracy":[92],"of":[93],"our":[94],"method.":[95]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
