{"id":"https://openalex.org/W3133821136","doi":"https://doi.org/10.2298/csis200330012s","title":"Machine learning based distributed big data analysis framework for next generation web in IoT","display_name":"Machine learning based distributed big data analysis framework for next generation web in IoT","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3133821136","doi":"https://doi.org/10.2298/csis200330012s","mag":"3133821136"},"language":"en","primary_location":{"id":"doi:10.2298/csis200330012s","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis200330012s","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142100012S","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"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":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142100012S","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045707887","display_name":"Sushil Kumar Singh","orcid":"https://orcid.org/0000-0003-0030-5691"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sushil Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul, Korea","Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul 01811, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul, Korea","institution_ids":["https://openalex.org/I118373667"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul 01811, Korea","institution_ids":["https://openalex.org/I118373667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017736166","display_name":"Jeonghun Cha","orcid":"https://orcid.org/0000-0003-3181-291X"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeonghun Cha","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul, Korea","Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul 01811, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul, Korea","institution_ids":["https://openalex.org/I118373667"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul 01811, Korea","institution_ids":["https://openalex.org/I118373667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719075","display_name":"Tae Min Kim","orcid":"https://orcid.org/0000-0003-0015-2701"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tae Kim","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul, Korea","Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul 01811, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul, Korea","institution_ids":["https://openalex.org/I118373667"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul 01811, Korea","institution_ids":["https://openalex.org/I118373667"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100678933","display_name":"Jong Moon Park","orcid":"https://orcid.org/0000-0002-5852-3475"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jong Park","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul, Korea","Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul 01811, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul, Korea","institution_ids":["https://openalex.org/I118373667"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University of Science and Technology, (SeoulTech) Seoul 01811, Korea","institution_ids":["https://openalex.org/I118373667"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100678933"],"corresponding_institution_ids":["https://openalex.org/I118373667"],"apc_list":null,"apc_paid":null,"fwci":4.4771,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.95298058,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"18","issue":"2","first_page":"597","last_page":"618"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13038","display_name":"Internet of Things and AI","score":0.9793000221252441,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9018183946609497},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7729122042655945},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.68091881275177},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.568851113319397},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5417736768722534},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.47194260358810425},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.47123655676841736},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.44202956557273865},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4289212226867676},{"id":"https://openalex.org/keywords/application-layer","display_name":"Application layer","score":0.42723196744918823},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4146175980567932},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4142586290836334},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37965553998947144},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3762022852897644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3718796968460083},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31730541586875916},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2425159513950348},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14983856678009033},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12148028612136841},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08315226435661316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9018183946609497},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7729122042655945},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.68091881275177},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.568851113319397},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5417736768722534},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47194260358810425},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.47123655676841736},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.44202956557273865},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4289212226867676},{"id":"https://openalex.org/C190793597","wikidata":"https://www.wikidata.org/wiki/Q189768","display_name":"Application layer","level":3,"score":0.42723196744918823},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4146175980567932},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4142586290836334},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37965553998947144},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3762022852897644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3718796968460083},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31730541586875916},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2425159513950348},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14983856678009033},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12148028612136841},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08315226435661316},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2298/csis200330012s","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis200330012s","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142100012S","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"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":"Computer Science and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2298/csis200330012s","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis200330012s","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142100012S","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"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":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.550000011920929,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321292","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542"},{"id":"https://openalex.org/F4320321294","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07"},{"id":"https://openalex.org/F4320327756","display_name":"National University of Science and Technology","ror":"https://ror.org/019vsm959"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3133821136.pdf","grobid_xml":"https://content.openalex.org/works/W3133821136.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W253837944","https://openalex.org/W1520795727","https://openalex.org/W1811383104","https://openalex.org/W1988483727","https://openalex.org/W2050699972","https://openalex.org/W2077344880","https://openalex.org/W2554354039","https://openalex.org/W2585425668","https://openalex.org/W2613310014","https://openalex.org/W2616644355","https://openalex.org/W2622612680","https://openalex.org/W2741756174","https://openalex.org/W2745993090","https://openalex.org/W2760670340","https://openalex.org/W2765926089","https://openalex.org/W2766760389","https://openalex.org/W2772526503","https://openalex.org/W2782801008","https://openalex.org/W2786070938","https://openalex.org/W2786075294","https://openalex.org/W2810749629","https://openalex.org/W2885048434","https://openalex.org/W2902734572","https://openalex.org/W2908293320","https://openalex.org/W2910137068","https://openalex.org/W2928791871","https://openalex.org/W2934774021","https://openalex.org/W2936286953","https://openalex.org/W2940414764","https://openalex.org/W2951439881","https://openalex.org/W2952804260","https://openalex.org/W2964248614","https://openalex.org/W2964474528","https://openalex.org/W2972432684","https://openalex.org/W2980254366","https://openalex.org/W3000738718","https://openalex.org/W3027090184","https://openalex.org/W3032910455","https://openalex.org/W3037112681","https://openalex.org/W3047080537","https://openalex.org/W3047336578","https://openalex.org/W3047662346","https://openalex.org/W3083863345","https://openalex.org/W3099185017","https://openalex.org/W3145297811","https://openalex.org/W4236352589","https://openalex.org/W4250925400","https://openalex.org/W6602600155"],"related_works":["https://openalex.org/W4287605407","https://openalex.org/W3097243301","https://openalex.org/W4298211017","https://openalex.org/W4385451292","https://openalex.org/W4214869855","https://openalex.org/W3114771222","https://openalex.org/W4200020201","https://openalex.org/W4200184607","https://openalex.org/W2551093110","https://openalex.org/W4293226363"],"abstract_inverted_index":{"For":[0],"the":[1,4,33,38,102,108,117,133,143],"advancement":[2],"of":[3,6,36,73],"Internet":[5],"Things":[7],"(IoT)":[8],"and":[9,28,57,66,98,122],"Next":[10,88],"Generation":[11,89],"Web,":[12],"various":[13],"applications":[14],"have":[15,60],"emerged":[16],"to":[17],"process":[18],"structured":[19],"or":[20],"unstructured":[21],"data.":[22,40,74,109],"Latency,":[23],"accuracy,":[24],"load":[25,67],"balancing,":[26],"centralization,":[27],"others":[29],"are":[30,94],"issues":[31],"on":[32],"cloud":[34,118],"layer":[35,104,119],"transferring":[37],"IoT":[39,52],"Machine":[41,79,112],"learning":[42],"is":[43,114],"an":[44],"emerging":[45],"technology":[46],"for":[47,87,106,120],"big":[48,123],"data":[49,55,99,124],"analytics":[50],"in":[51,69,91,116,126],"applications.":[53],"Traditional":[54],"analyzing":[56],"processing":[58,107],"techniques":[59],"several":[61],"limitations,":[62],"such":[63],"as":[64],"centralization":[65],"managing":[68],"a":[70,78,138],"massive":[71],"amount":[72],"This":[75],"paper":[76],"introduces":[77],"Learning":[80,111],"Based":[81],"Distributed":[82],"Big":[83],"Data":[84],"Analysis":[85],"Framework":[86],"Web":[90],"IoT.":[92,127],"We":[93],"utilizing":[95],"feature":[96],"extraction":[97],"scaling":[100],"at":[101],"edge":[103],"paradigm":[105],"Extreme":[110],"(ELM)":[113],"adopting":[115],"classification":[121],"analysis":[125],"The":[128],"experimental":[129],"evaluation":[130],"demonstrates":[131],"that":[132],"proposed":[134],"distributed":[135],"framework":[136],"has":[137],"more":[139],"reliable":[140],"performance":[141],"than":[142],"traditional":[144],"framework.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
