{"id":"https://openalex.org/W4213309869","doi":"https://doi.org/10.1109/tcss.2022.3146310","title":"Efficient Storage Management for Social Network Events Based on Clustering and Hot/Cold Data Classification","display_name":"Efficient Storage Management for Social Network Events Based on Clustering and Hot/Cold Data Classification","publication_year":2022,"publication_date":"2022-02-15","ids":{"openalex":"https://openalex.org/W4213309869","doi":"https://doi.org/10.1109/tcss.2022.3146310"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2022.3146310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3146310","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","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/A5054468864","display_name":"Yulai Xie","orcid":"https://orcid.org/0000-0001-5757-4396"},"institutions":[{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulai Xie","raw_affiliation_strings":["Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","Wuhan National Laboratory for Optoelectronics, Key Laboratory of Information Storage System, Engineering Research Center of Data Storage Systems and Technology, Ministry of Education of China, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5757-4396","affiliations":[{"raw_affiliation_string":"Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Key Laboratory of Information Storage System, Engineering Research Center of Data Storage Systems and Technology, Ministry of Education of China, Wuhan, China","institution_ids":["https://openalex.org/I4210138186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086402149","display_name":"Shuai Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Tong","raw_affiliation_strings":["Wuhan National Laboratory for Optoelectronics, Key Laboratory of Information Storage System, Engineering Research Center of Data Storage Systems and Technology, Ministry of Education of China, Wuhan, China","School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Key Laboratory of Information Storage System, Engineering Research Center of Data Storage Systems and Technology, Ministry of Education of China, Wuhan, China","institution_ids":["https://openalex.org/I4210138186"]},{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693197","display_name":"Pan Zhou","orcid":"https://orcid.org/0000-0002-8629-4622"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pan Zhou","raw_affiliation_strings":["Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-8629-4622","affiliations":[{"raw_affiliation_string":"Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101889877","display_name":"Yuli Li","orcid":"https://orcid.org/0000-0002-7189-8423"},"institutions":[{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuli Li","raw_affiliation_strings":["Wuhan National Laboratory for Optoelectronics, Key Laboratory of Information Storage System, Engineering Research Center of Data Storage Systems and Technology, Ministry of Education of China, Wuhan, China","School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Key Laboratory of Information Storage System, Engineering Research Center of Data Storage Systems and Technology, Ministry of Education of China, Wuhan, China","institution_ids":["https://openalex.org/I4210138186"]},{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057421680","display_name":"Dan Feng","orcid":"https://orcid.org/0000-0002-4674-6006"},"institutions":[{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Feng","raw_affiliation_strings":["Wuhan National Laboratory for Optoelectronics, Key Laboratory of Information Storage System, Engineering Research Center of Data Storage Systems and Technology, Ministry of Education of China, Wuhan, China","School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4674-6006","affiliations":[{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Key Laboratory of Information Storage System, Engineering Research Center of Data Storage Systems and Technology, Ministry of Education of China, Wuhan, China","institution_ids":["https://openalex.org/I4210138186"]},{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2203,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.77683963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"10","issue":"1","first_page":"120","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994999766349792,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9958000183105469,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9951000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7453717589378357},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7041992545127869},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6123098731040955},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.5376985669136047},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4995286464691162},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4055621027946472},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2828614115715027},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09071964025497437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7453717589378357},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7041992545127869},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6123098731040955},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.5376985669136047},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4995286464691162},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4055621027946472},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2828614115715027},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09071964025497437}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2022.3146310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3146310","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.8199999928474426,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2184068523","display_name":null,"funder_award_id":"U1705261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2413230818","display_name":null,"funder_award_id":"61821003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5634352352","display_name":"\u9762\u5411\u5165\u4fb5\u884c\u4e3a\u7684\u5927\u6570\u636e\u9ad8\u6548\u5b58\u50a8\u4e0e\u7cbe\u51c6\u68c0\u6d4b\u7814\u7a76","funder_award_id":"61972449","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5817064308","display_name":"\u534f\u4f5c\u5f0f\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u7684\u9690\u79c1\u4fdd\u62a4\u7814\u7a76","funder_award_id":"61972448","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320316084","display_name":"China Computer Federation","ror":"https://ror.org/015xj5w40"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W97496400","https://openalex.org/W2037461985","https://openalex.org/W2042035594","https://openalex.org/W2047899835","https://openalex.org/W2084333665","https://openalex.org/W2092106197","https://openalex.org/W2095072199","https://openalex.org/W2096091969","https://openalex.org/W2103980282","https://openalex.org/W2134931490","https://openalex.org/W2136525438","https://openalex.org/W2141585940","https://openalex.org/W2142869398","https://openalex.org/W2151936673","https://openalex.org/W2160642098","https://openalex.org/W2173242689","https://openalex.org/W2199638414","https://openalex.org/W2586435401","https://openalex.org/W2592474909","https://openalex.org/W2625355143","https://openalex.org/W2625431820","https://openalex.org/W2744293559","https://openalex.org/W2750064504","https://openalex.org/W2756014454","https://openalex.org/W2795483971","https://openalex.org/W2806337402","https://openalex.org/W2901054708","https://openalex.org/W2954675436","https://openalex.org/W2995223941","https://openalex.org/W2996147033","https://openalex.org/W3016026770","https://openalex.org/W3096797607","https://openalex.org/W3133367635","https://openalex.org/W4292081303","https://openalex.org/W6628787939","https://openalex.org/W6636873521","https://openalex.org/W6676322821","https://openalex.org/W6712822883"],"related_works":["https://openalex.org/W2728430307","https://openalex.org/W2107786128","https://openalex.org/W2053241453","https://openalex.org/W2153980712","https://openalex.org/W2537388533","https://openalex.org/W2036556872","https://openalex.org/W2017590198","https://openalex.org/W2978974359","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"Social":[0],"network":[1,20,46,62],"events":[2,21,47,107],"are":[3,23],"related":[4],"to":[5,32,41,93,117,146],"the":[6,35,78,90,95,98,106,109,119,159,168],"national":[7],"economy":[8],"and":[9,15,43,54,72,139,142,167,180],"people\u2019s":[10],"livelihood,":[11],"so":[12],"timely":[13],"perception":[14],"processing":[16],"of":[17,38,49,97],"massive":[18],"social":[19,45,61],"data":[22,74,130,137,145],"becoming":[24],"increasingly":[25],"important":[26],"for":[27,52,77],"public":[28],"opinion":[29],"analysis.":[30,57],"How":[31],"fully":[33],"exploit":[34],"access":[36],"feature":[37],"event":[39,63,120,136],"information":[40,91],"store":[42],"manage":[44],"is":[48],"great":[50],"significance":[51],"accurate":[53],"real-time":[55],"query":[56,169],"We":[58],"propose":[59],"a":[60,84,150],"storage":[64,152,182],"management":[65],"method":[66],"based":[67],"on":[68,149],"microblog":[69,79],"text":[70,80],"clustering":[71,121,160,179],"hot/cold":[73,135],"classification.":[75],"First,":[76],"data,":[81],"we":[82,104,125],"construct":[83],"keyword":[85,101],"provenance":[86],"graph":[87],"by":[88,174],"using":[89,108,178],"entropy":[92],"measure":[94],"weight":[96],"edge":[99],"between":[100],"nodes.":[102],"Then,":[103],"cluster":[105],"provenance-based":[110],"community":[111],"partition":[112],"(PCP)":[113],"with":[114],"local":[115],"modularity":[116],"improve":[118],"accuracy.":[122],"In":[123],"addition,":[124],"can":[126,162,171],"further":[127],"filter":[128],"noisy":[129],"via":[131],"incremental":[132],"clustering,":[133],"enable":[134],"classification":[138],"dynamic":[140],"migration,":[141],"compress":[143],"cold":[144],"save":[147],"space":[148],"hybrid":[151,181],"architecture.":[153],"The":[154],"experimental":[155],"results":[156],"show":[157],"that":[158],"purity":[161],"reach":[163],"more":[164,175],"than":[165,176],"93%":[166],"time":[170],"be":[172],"reduced":[173],"70%":[177],"policy.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
