{"id":"https://openalex.org/W3041994982","doi":"https://doi.org/10.13053/cys-24-2-3122","title":"K-Medoids Clustering Based Next Location Prediction in Wireless Local Area Network","display_name":"K-Medoids Clustering Based Next Location Prediction in Wireless Local Area Network","publication_year":2020,"publication_date":"2020-06-30","ids":{"openalex":"https://openalex.org/W3041994982","doi":"https://doi.org/10.13053/cys-24-2-3122","mag":"3041994982"},"language":"en","primary_location":{"id":"doi:10.13053/cys-24-2-3122","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-2-3122","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","raw_type":"journal-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/A5075613111","display_name":"Abhishek Majumder","orcid":"https://orcid.org/0000-0001-8451-0451"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhishek Majumder","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055140986","display_name":"Sukanta Chakraborty","orcid":"https://orcid.org/0000-0003-0205-8532"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sukanta Chakraborty","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074523610","display_name":"Ashmita Chakraborty","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashmita Chakraborty","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5046568526","display_name":"S. Sabeena Begam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Selina Begam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07926096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7750863432884216},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6378608345985413},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6316701769828796},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5531448721885681},{"id":"https://openalex.org/keywords/wi-fi","display_name":"Wi-Fi","score":0.5442015528678894},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.5270586013793945},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5230216383934021},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.47173869609832764},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4678797125816345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45900461077690125},{"id":"https://openalex.org/keywords/medoid","display_name":"Medoid","score":0.4564102590084076},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4168805778026581},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1990002989768982},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09992313385009766}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7750863432884216},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6378608345985413},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6316701769828796},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5531448721885681},{"id":"https://openalex.org/C508800617","wikidata":"https://www.wikidata.org/wiki/Q29643","display_name":"Wi-Fi","level":4,"score":0.5442015528678894},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.5270586013793945},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5230216383934021},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.47173869609832764},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4678797125816345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45900461077690125},{"id":"https://openalex.org/C63085389","wikidata":"https://www.wikidata.org/wiki/Q4287912","display_name":"Medoid","level":3,"score":0.4564102590084076},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4168805778026581},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1990002989768982},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09992313385009766}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13053/cys-24-2-3122","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-2-3122","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3133849001","https://openalex.org/W2022056881","https://openalex.org/W2081066201","https://openalex.org/W3048556888","https://openalex.org/W1520302806","https://openalex.org/W4324086039","https://openalex.org/W3121974022","https://openalex.org/W2554282488","https://openalex.org/W3174411893","https://openalex.org/W111743685"],"abstract_inverted_index":{"User":[0],"mobility":[1],"prediction":[2,46,81,125,171,224,238],"in":[3,85,160],"wireless":[4,33],"network":[5],"is":[6,48,126,145,172,196,219],"being":[7],"investigated":[8],"from":[9,241],"various":[10],"angles":[11],"to":[12,19,35,39,57,64,243],"improve":[13],"performance":[14],"of":[15,55,68,71,82,124,138,152,157,170,207,213,223,225],"the":[16,52,58,72,114,122,136,142,150,154,168,182,190,204,211,217,231],"network.":[17,73],"Access":[18,60],"user\u2019s":[20,227],"movement":[21],"information":[22],"such":[23],"as":[24],"time,":[25],"direction,":[26],"speed":[27],"etc":[28],"provides":[29],"an":[30,177],"opportunity":[31],"for":[32,50,78,202],"networks":[34],"effectively":[36],"manage":[37],"resources":[38],"satisfy":[40],"user":[41,56,144,209,218],"needs.":[42],"A":[43],"next":[44,59,79,155,192,205,228,236],"location":[45,80,156,193,206,229,237],"technique":[47,180,239],"required":[49],"transferring":[51],"existing":[53],"connections":[54],"Point":[61],"(AP)":[62],"beforehand":[63],"ensure":[65],"better":[66],"Quality":[67],"Service":[69],"(QoS)":[70],"There":[74],"are":[75],"several":[76],"techniques":[77],"mobile":[83,143,158,226],"users":[84,159],"Wireless":[86,162],"Local":[87,163],"Area":[88,164],"Network":[89,165],"(WLAN)":[90,166],"which":[91,130,195],"include":[92],"Indoor":[93,115],"Next":[94,116],"Location":[95,117],"Prediction":[96,118],"with":[97,119],"Wi-Fi":[98,120],"model,":[99,201],"Extended":[100],"Mobility":[101],"Markov":[102,106],"Chain":[103],"Model,":[104],"Hidden":[105],"Model":[107],"and":[108,128],"Mixed":[109],"Membership":[110],"Stochastic":[111],"Blockmodel.":[112],"In":[113,174],"model":[121],"area":[123,169],"fixed":[127],"small":[129],"makes":[131],"this":[132,175],"approach":[133],"inefficient":[134],"when":[135,167,210],"number":[137,212],"locations":[139,214],"traversed":[140,215],"by":[141,216,230],"large.":[146],"The":[147,221],"paper":[148,176],"addresses":[149],"issue":[151],"predicting":[153,203],"a":[161,199,208],"vast.":[173,220],"intelligent":[178],"clustering":[179,184,234],"i.e.,":[181],"K-Medoids":[183,233],"algorithm":[185],"has":[186],"been":[187],"implemented":[188],"on":[189,198],"indoor":[191],"prediction,":[194],"based":[197,235],"Markov-chain":[200],"accuracy":[222],"proposed":[232],"ranges":[240],"67%":[242],"97%.":[244]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}