{"id":"https://openalex.org/W2591803568","doi":"https://doi.org/10.1109/icmlc.2016.7872945","title":"A fast way for finding similar friends in social networks by using neuro-fuzzy networks","display_name":"A fast way for finding similar friends in social networks by using neuro-fuzzy networks","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2591803568","doi":"https://doi.org/10.1109/icmlc.2016.7872945","mag":"2591803568"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2016.7872945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2016.7872945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Machine Learning and Cybernetics (ICMLC)","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/A5042005363","display_name":"Sheng-Min Chiu","orcid":"https://orcid.org/0000-0002-6962-866X"},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Sheng-Min Chiu","raw_affiliation_strings":["Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C","institution_ids":["https://openalex.org/I4880106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023625406","display_name":"Yi\u2010Chung Chen","orcid":"https://orcid.org/0000-0003-0353-7340"},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Chung Chen","raw_affiliation_strings":["Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C","institution_ids":["https://openalex.org/I4880106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002335037","display_name":"Tien-Yen Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tien-Yen Chang","raw_affiliation_strings":["Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C","institution_ids":["https://openalex.org/I4880106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028131022","display_name":"Yu\u2010Liang Hsu","orcid":"https://orcid.org/0000-0002-5087-5046"},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Liang Hsu","raw_affiliation_strings":["Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan R.O.C","institution_ids":["https://openalex.org/I4880106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078592231","display_name":"Heng-Yi Su","orcid":null},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Heng-Yi Su","raw_affiliation_strings":["Department of Electrical Engineering, Feng Chia University, Taichung, Taiwan R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Feng Chia University, Taichung, Taiwan R.O.C","institution_ids":["https://openalex.org/I4880106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022727039","display_name":"Hsi\u2010Min Chen","orcid":"https://orcid.org/0000-0003-4983-1537"},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsi-Min Chen","raw_affiliation_strings":["Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C","institution_ids":["https://openalex.org/I4880106"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044734253","display_name":"Tzu\u2010Yu Lin","orcid":"https://orcid.org/0000-0002-7915-4373"},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-Yu Lin","raw_affiliation_strings":["Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan R.O.C","institution_ids":["https://openalex.org/I4880106"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5042005363"],"corresponding_institution_ids":["https://openalex.org/I4880106"],"apc_list":null,"apc_paid":null,"fwci":0.7565,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74389663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"541","last_page":"545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":1.0,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9854000210762024,"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"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/skyline","display_name":"Skyline","score":0.9646316766738892},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8286533951759338},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6569110751152039},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6061253547668457},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6009423732757568},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5290079712867737},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5176590085029602},{"id":"https://openalex.org/keywords/conjunction","display_name":"Conjunction (astronomy)","score":0.46705877780914307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4502144455909729},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4316468834877014},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41786712408065796},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17124027013778687},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.12834683060646057},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09257662296295166}],"concepts":[{"id":"https://openalex.org/C2780757406","wikidata":"https://www.wikidata.org/wiki/Q465837","display_name":"Skyline","level":2,"score":0.9646316766738892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8286533951759338},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6569110751152039},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6061253547668457},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6009423732757568},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5290079712867737},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5176590085029602},{"id":"https://openalex.org/C59656382","wikidata":"https://www.wikidata.org/wiki/Q191536","display_name":"Conjunction (astronomy)","level":2,"score":0.46705877780914307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4502144455909729},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4316468834877014},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41786712408065796},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17124027013778687},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.12834683060646057},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09257662296295166},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2016.7872945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2016.7872945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W757523931","https://openalex.org/W1500170701","https://openalex.org/W1972933272","https://openalex.org/W1974776535","https://openalex.org/W1988688586","https://openalex.org/W2017838291","https://openalex.org/W2035349694","https://openalex.org/W2049337134","https://openalex.org/W2079124142","https://openalex.org/W2096547754","https://openalex.org/W2121197635","https://openalex.org/W2144146900","https://openalex.org/W2170188482","https://openalex.org/W2335318824","https://openalex.org/W2404143610"],"related_works":["https://openalex.org/W1573992054","https://openalex.org/W1994126304","https://openalex.org/W1599690842","https://openalex.org/W2087306197","https://openalex.org/W1973297295","https://openalex.org/W2753053412","https://openalex.org/W2316530548","https://openalex.org/W2505069962","https://openalex.org/W3096764880","https://openalex.org/W2665157442"],"abstract_inverted_index":{"The":[0],"key":[1],"function":[2],"of":[3,80],"recommendation":[4],"systems":[5],"is":[6],"to":[7,32,55],"analyze":[8],"social":[9],"network":[10],"data":[11],"and":[12,44,46,78],"identify":[13],"similar":[14,35,53],"users.":[15,36],"In":[16],"recent":[17],"years,":[18],"multi-criteria":[19],"algorithms":[20],"called":[21],"skyline":[22,39,67],"queries":[23],"have":[24],"been":[25],"used":[26],"in":[27],"conjunction":[28],"with":[29],"neural":[30],"networks":[31],"search":[33],"for":[34],"However,":[37],"many":[38],"query":[40],"methods":[41],"are":[42,51],"slow":[43],"cumbersome,":[45],"generate":[47],"user":[48],"groups":[49],"that":[50],"not":[52],"enough":[54],"the":[56,76],"target":[57],"user.":[58],"To":[59],"solve":[60],"these":[61],"problems,":[62],"we":[63],"built":[64],"an":[65],"approximate":[66],"region":[68],"using":[69],"a":[70],"neuro-fuzzy":[71],"network.":[72],"Simulation":[73],"results":[74],"demonstrated":[75],"effectiveness":[77],"efficiency":[79],"our":[81],"approach.":[82]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}