{"id":"https://openalex.org/W2948417033","doi":"https://doi.org/10.1016/j.jksuci.2019.05.009","title":"A fuzzy agent approach for smart data extraction in big data environments","display_name":"A fuzzy agent approach for smart data extraction in big data environments","publication_year":2019,"publication_date":"2019-06-04","ids":{"openalex":"https://openalex.org/W2948417033","doi":"https://doi.org/10.1016/j.jksuci.2019.05.009","mag":"2948417033"},"language":"en","primary_location":{"id":"doi:10.1016/j.jksuci.2019.05.009","doi":"https://doi.org/10.1016/j.jksuci.2019.05.009","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jksuci.2019.05.009","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1319157819302010/pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-100"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University - Computer and Information Sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.sciencedirect.com/science/article/pii/S1319157819302010/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008295977","display_name":"Zakarya Elaggoune","orcid":"https://orcid.org/0000-0002-6351-1903","observed_orcids":["https://orcid.org/0000-0002-6351-1903"]},"institutions":[{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Zakarya Elaggoune","raw_affiliation_strings":["LIRE Laboratory, University of Constantine II \u2013 Abdelhamid Mehri, Constantine, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIRE Laboratory, University of Constantine II \u2013 Abdelhamid Mehri, Constantine, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076152895","display_name":"Ramdane Maamri","orcid":"https://orcid.org/0000-0001-7962-6775","observed_orcids":["https://orcid.org/0000-0001-7962-6775"]},"institutions":[{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ramdane Maamri","raw_affiliation_strings":["LIRE Laboratory, University of Constantine II \u2013 Abdelhamid Mehri, Constantine, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIRE Laboratory, University of Constantine II \u2013 Abdelhamid Mehri, Constantine, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074301791","display_name":"Imane Boussebough","orcid":"https://orcid.org/0000-0002-7544-6803","observed_orcids":["https://orcid.org/0000-0002-7544-6803"]},"institutions":[{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Imane Boussebough","raw_affiliation_strings":["LIRE Laboratory, University of Constantine II \u2013 Abdelhamid Mehri, Constantine, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIRE Laboratory, University of Constantine II \u2013 Abdelhamid Mehri, Constantine, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008295977"],"corresponding_institution_ids":["https://openalex.org/I4210160465"],"apc_list":{"value":1990,"currency":"USD","value_usd":1990},"apc_paid":{"value":1990,"currency":"USD","value_usd":1990},"fwci":0.7633,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.73905312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":"32","issue":"4","first_page":"465","last_page":"478"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.5234000086784363,"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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.5234000086784363,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.11150000244379044,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14353","display_name":"Wireless Sensor Networks for Data Analysis","score":0.07930000126361847,"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/fuzzy-agents","display_name":"fuzzy agents","score":0.9459999799728394},{"id":"https://openalex.org/keywords/multi-agent-systems","display_name":"multi-agent systems","score":0.9150000214576721},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"fuzzy inference","score":0.8040000200271606},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.597000002861023},{"id":"https://openalex.org/keywords/data-extraction","display_name":"data extraction","score":0.8640000224113464},{"id":"https://openalex.org/keywords/noisy-data","display_name":"noisy data","score":0.7239999771118164},{"id":"https://openalex.org/keywords/wireless-sensor-networks","display_name":"wireless sensor networks","score":0.9710000157356262},{"id":"https://openalex.org/keywords/sensor-energy-consumption","display_name":"sensor energy consumption","score":0.718999981880188},{"id":"https://openalex.org/keywords/network-lifetime","display_name":"network lifetime","score":0.9549999833106995},{"id":"https://openalex.org/keywords/data-relevance","display_name":"data relevance","score":0.7059999704360962}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7224975824356079},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6611744165420532},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6080935001373291},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5436190962791443},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5385940670967102},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5375205278396606},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.46196550130844116},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.45822417736053467},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.4556967318058014},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4305071532726288},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.40560370683670044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39860671758651733},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jksuci.2019.05.009","doi":"https://doi.org/10.1016/j.jksuci.2019.05.009","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jksuci.2019.05.009","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1319157819302010/pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-100"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University - Computer and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4ca312d5193042fab55d4c4dfc20147c","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/4ca312d5193042fab55d4c4dfc20147c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of King Saud University: Computer and Information Sciences, Vol 32, Iss 4, Pp 465-478 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.jksuci.2019.05.009","doi":"https://doi.org/10.1016/j.jksuci.2019.05.009","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jksuci.2019.05.009","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1319157819302010/pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-100"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University - Computer and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948417033.pdf","grobid_xml":"https://content.openalex.org/works/W2948417033.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1580604457","https://openalex.org/W1654257868","https://openalex.org/W1903683453","https://openalex.org/W1985988389","https://openalex.org/W2011092354","https://openalex.org/W2060892701","https://openalex.org/W2067566391","https://openalex.org/W2078915029","https://openalex.org/W2095178814","https://openalex.org/W2106335692","https://openalex.org/W2115362365","https://openalex.org/W2121255383","https://openalex.org/W2123154179","https://openalex.org/W2127851808","https://openalex.org/W2145790759","https://openalex.org/W2155956719","https://openalex.org/W2159128662","https://openalex.org/W2164364358","https://openalex.org/W2172288663","https://openalex.org/W2199061501","https://openalex.org/W2571589724","https://openalex.org/W2606613872","https://openalex.org/W2615688110","https://openalex.org/W4205223485","https://openalex.org/W6676105112","https://openalex.org/W6737919741"],"related_works":["https://openalex.org/W4283269883","https://openalex.org/W2950437283","https://openalex.org/W4313313345","https://openalex.org/W2954975029","https://openalex.org/W3021051202","https://openalex.org/W4409955945","https://openalex.org/W3015321645","https://openalex.org/W2097537921","https://openalex.org/W2062910771","https://openalex.org/W4200311121"],"abstract_inverted_index":{"The":[0,55,123],"era":[1],"of":[2,99,114,125,132,148],"big":[3,82],"data":[4,10,38,80,117,134],"has":[5,92],"brought":[6],"new":[7,37,53],"challenges":[8,23],"in":[9,73,138],"processing":[11],"ad":[12],"management.":[13],"Existing":[14],"analytical":[15],"tools":[16],"are":[17,39],"now":[18],"close":[19],"to":[20,51,75,95,110,144],"facing":[21],"ongoing":[22],"thus":[24],"providing":[25],"satisfactory":[26],"results":[27,124],"at":[28,35],"a":[29,47,129,136,145],"reasonable":[30],"cost.":[31],"However,":[32],"the":[33,42,63,77,97,100,112,115,120,126,133,139,149],"velocity":[34],"which":[36],"flooded":[40],"and":[41,68,118],"noise":[43],"generated":[44],"from":[45,81],"such":[46],"large":[48],"volume":[49],"leads":[50],"various":[52],"challenges.":[54],"present":[56],"research":[57],"combines":[58],"two":[59],"artificial":[60],"intelligence":[61],"fields":[62],"represented":[64],"by":[65],"multi-agent":[66],"technologies":[67],"fuzzy":[69,108],"logic":[70],"inference":[71],"systems":[72],"order":[74],"extract":[76],"needed":[78],"smart":[79],"noisy":[83],"ones.":[84,122],"A":[85],"multi-fuzzy":[86],"agent-based":[87],"large-scale":[88],"wireless":[89],"sensor":[90],"network":[91],"been":[93],"used":[94],"demonstrate":[96],"effectiveness":[98],"proposed":[101],"approach.":[102],"It":[103],"handles":[104],"sensors":[105,140],"as":[106],"autonomous":[107],"agents":[109],"measure":[111],"relevance":[113],"collected":[116],"eliminate":[119],"irrelevant":[121],"simulation":[127],"exhibit":[128],"high":[130],"quality":[131],"with":[135],"decrease":[137],"energy":[141],"consumption,":[142],"leading":[143],"longer":[146],"lifetime":[147],"network.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-06-14T00:00:00"}