{"id":"https://openalex.org/W3007461511","doi":"https://doi.org/10.1142/s0219622020500091","title":"Cloud Computing-Based Socially Important Locations Discovery on Social Media Big Datasets","display_name":"Cloud Computing-Based Socially Important Locations Discovery on Social Media Big Datasets","publication_year":2020,"publication_date":"2020-02-20","ids":{"openalex":"https://openalex.org/W3007461511","doi":"https://doi.org/10.1142/s0219622020500091","mag":"3007461511"},"language":"en","primary_location":{"id":"doi:10.1142/s0219622020500091","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622020500091","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","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/A5056363498","display_name":"Ahmet \u015eakir Dokuz","orcid":null},"institutions":[{"id":"https://openalex.org/I198265615","display_name":"Ni\u011fde \u00d6mer Halisdemir \u00dcniversitesi","ror":"https://ror.org/03ejnre35","country_code":"TR","type":"education","lineage":["https://openalex.org/I198265615"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ahmet Sakir Dokuz","raw_affiliation_strings":["Department of Computer Engineering, Nigde Omer Halisdemir University, 51245 Nigde, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-1775-0954","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Nigde Omer Halisdemir University, 51245 Nigde, Turkey","institution_ids":["https://openalex.org/I198265615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021467057","display_name":"Mete \u00c7elik","orcid":"https://orcid.org/0000-0002-1488-1502"},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mete Celik","raw_affiliation_strings":["Department of Computer Engineering, Erciyes University, 38039 Kayseri, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Erciyes University, 38039 Kayseri, Turkey","institution_ids":["https://openalex.org/I87673952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056363498"],"corresponding_institution_ids":["https://openalex.org/I198265615"],"apc_list":null,"apc_paid":null,"fwci":0.9269,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82192039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"19","issue":"02","first_page":"469","last_page":"497"},"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":0.9991000294685364,"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":0.9991000294685364,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9939000010490417,"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/T11106","display_name":"Data Management and Algorithms","score":0.9922999739646912,"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/cloud-computing","display_name":"Cloud computing","score":0.871837854385376},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7980060577392578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7759294509887695},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7406620979309082},{"id":"https://openalex.org/keywords/inefficiency","display_name":"Inefficiency","score":0.728591799736023},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6653099060058594},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6158134937286377},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4738381505012512},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4713539481163025},{"id":"https://openalex.org/keywords/social-computing","display_name":"Social computing","score":0.41317328810691833},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3861859440803528},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3185758590698242},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2109592854976654},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10620859265327454}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.871837854385376},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7980060577392578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7759294509887695},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7406620979309082},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.728591799736023},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6653099060058594},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6158134937286377},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4738381505012512},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4713539481163025},{"id":"https://openalex.org/C74216064","wikidata":"https://www.wikidata.org/wiki/Q615684","display_name":"Social computing","level":3,"score":0.41317328810691833},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3861859440803528},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3185758590698242},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2109592854976654},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10620859265327454},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219622020500091","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622020500091","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:19:y:2020:i:02:n:s0219622020500091","is_oa":false,"landing_page_url":"https://www.worldscientific.com/doi/abs/10.1142/S0219622020500091","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3047520992","display_name":null,"funder_award_id":"0518113","funder_id":"https://openalex.org/F4320308943","funder_display_name":"Microsoft Research"}],"funders":[{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W19684845","https://openalex.org/W292317273","https://openalex.org/W333119613","https://openalex.org/W809223083","https://openalex.org/W1563556628","https://openalex.org/W1964346230","https://openalex.org/W1972436494","https://openalex.org/W1974468811","https://openalex.org/W1980298600","https://openalex.org/W1983012012","https://openalex.org/W2024428474","https://openalex.org/W2036260704","https://openalex.org/W2043407937","https://openalex.org/W2053167769","https://openalex.org/W2080721274","https://openalex.org/W2114296561","https://openalex.org/W2119915991","https://openalex.org/W2124499489","https://openalex.org/W2133046612","https://openalex.org/W2140309327","https://openalex.org/W2149140091","https://openalex.org/W2163764145","https://openalex.org/W2221728952","https://openalex.org/W2254275597","https://openalex.org/W2254433317","https://openalex.org/W2270277444","https://openalex.org/W2285252321","https://openalex.org/W2296407087","https://openalex.org/W2312777559","https://openalex.org/W2385600359","https://openalex.org/W2405329296","https://openalex.org/W2405496393","https://openalex.org/W2418350267","https://openalex.org/W2467243775","https://openalex.org/W2469351952","https://openalex.org/W2518820251","https://openalex.org/W2533705527","https://openalex.org/W2583363253","https://openalex.org/W2583616515","https://openalex.org/W2588323309","https://openalex.org/W2591749048","https://openalex.org/W2595543006","https://openalex.org/W2605286186","https://openalex.org/W2619464623","https://openalex.org/W2625115976","https://openalex.org/W2742484346","https://openalex.org/W2745024523","https://openalex.org/W2756098610","https://openalex.org/W2756133351","https://openalex.org/W2761515371","https://openalex.org/W2888325465","https://openalex.org/W2896734887","https://openalex.org/W2905446659","https://openalex.org/W2947412763","https://openalex.org/W2963032487","https://openalex.org/W3098653001","https://openalex.org/W4200411312","https://openalex.org/W4239364888","https://openalex.org/W4252522382"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4200184607","https://openalex.org/W2508503355","https://openalex.org/W4206291213","https://openalex.org/W4287605407","https://openalex.org/W3114771222","https://openalex.org/W3097243301","https://openalex.org/W3025560445","https://openalex.org/W2737538696","https://openalex.org/W3007461511"],"abstract_inverted_index":{"Socially":[0],"important":[1,20,52,63,126,151,226],"locations":[2,21,28,38,49,64,127,152,227],"are":[3,6,29,39,50],"places":[4],"which":[5,27,37,48],"frequently":[7,30],"visited":[8,31],"by":[9,32],"social":[10,15,34,43,75,86,101,164,211,253,285],"media":[11,16,35,44,76,87,102,165,212,254,286],"users":[12],"in":[13,170],"their":[14],"lifetime.":[17],"Discovering":[18],"socially":[19,51,62,125,150,225],"provides":[22,108],"valuable":[23],"information,":[24],"such":[25,279],"as":[26,280],"a":[33,42,54,148,204],"user,":[36],"common":[40],"for":[41,53,99,224,251,290],"user":[45],"group,":[46],"and":[47,72,83,90,96,110,140,161,178,187,191,293,296],"group":[55],"of":[56,74,79,93,121,155,163,197,233,283,288],"urban":[57],"area":[58],"residents.":[59],"However,":[60],"discovering":[61],"is":[65,201,244],"challenging":[66],"due":[67],"to":[68,112,124,135,141,158,183,246],"huge":[69],"volume,":[70],"velocity,":[71],"variety":[73,162],"datasets,":[77,89],"inefficiency":[78],"current":[80],"interest":[81],"measures":[82],"algorithms":[84],"on":[85,203,275],"big":[88,166,213,255],"the":[91,117,198,239],"need":[92],"massive":[94,143,189],"spatial":[95,100,190],"temporal":[97,192],"calculations":[98],"analyses.":[103],"In":[104,116,168],"contrast,":[105],"cloud":[106,132,205,221,248],"computing":[107,133,206,222,249],"infrastructure":[109],"platforms":[111],"scale":[113,136,184],"compute-intensive":[114],"jobs.":[115],"literature,":[118],"limited":[119],"number":[120],"studies":[122],"related":[123],"discovery":[128,153,228,232],"takes":[129],"into":[130],"account":[131],"systems":[134,223,250],"increasing":[137],"dataset":[138,185],"size":[139,186],"handle":[142,159,188],"calculations.":[144,193],"This":[145],"study":[146],"proposes":[147],"cloud-based":[149],"algorithm":[154,200,271],"Cloud":[156,269],"SS-ILM":[157,270],"volume":[160],"datasets.":[167],"particular,":[169],"this":[171],"study,":[172],"we":[173],"used":[174],"Apache":[175],"Hadoop":[176,179],"framework":[177],"MapReduce":[180],"programming":[181],"model":[182],"The":[194,215,267],"performance":[195],"evaluation":[196],"proposed":[199,268],"conducted":[202],"environment":[207],"using":[208,220],"Turkey":[209],"Twitter":[210],"dataset.":[214],"experimental":[216],"results":[217,234,240],"show":[218,241],"that":[219,242,257],"provide":[229],"much":[230],"faster":[231],"than":[235],"classical":[236],"algorithms.":[237],"Moreover,":[238],"it":[243],"necessary":[245],"use":[247],"analyzing":[252],"datasets":[256],"could":[258,272],"not":[259],"be":[260,273],"handled":[261],"with":[262],"traditional":[263],"stand-alone":[264],"computer":[265],"systems.":[266],"applied":[274],"many":[276],"application":[277],"areas,":[278],"targeted":[281],"advertisement":[282],"businesses,":[284],"utilization":[287],"cities":[289],"city":[291],"planners":[292],"local":[294],"governments,":[295],"handling":[297],"emergency":[298],"situations.":[299]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}