{"id":"https://openalex.org/W3144575570","doi":"https://doi.org/10.1109/asonam49781.2020.9381370","title":"Compression for Very Sparse Big Social Data","display_name":"Compression for Very Sparse Big Social Data","publication_year":2020,"publication_date":"2020-12-07","ids":{"openalex":"https://openalex.org/W3144575570","doi":"https://doi.org/10.1109/asonam49781.2020.9381370","mag":"3144575570"},"language":"en","primary_location":{"id":"doi:10.1109/asonam49781.2020.9381370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam49781.2020.9381370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-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/A5016113718","display_name":"Carson K. Leung","orcid":"https://orcid.org/0000-0002-7541-9127"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Carson K. Leung","raw_affiliation_strings":["Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100381203","display_name":"Yibin Zhang","orcid":"https://orcid.org/0000-0002-4615-8095"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yibin Zhang","raw_affiliation_strings":["Department of Computer Science, University of Toronto, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100688754","display_name":"Fan Jiang","orcid":"https://orcid.org/0000-0002-1641-5804"},"institutions":[{"id":"https://openalex.org/I151934421","display_name":"University of Northern British Columbia","ror":"https://ror.org/025wzwv46","country_code":"CA","type":"education","lineage":["https://openalex.org/I151934421"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fan Jiang","raw_affiliation_strings":["Department of Computer Science, University of Northern British Columbia (UNBC), Prince George, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Northern British Columbia (UNBC), Prince George, BC, Canada","institution_ids":["https://openalex.org/I151934421"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016113718"],"corresponding_institution_ids":["https://openalex.org/I46247651"],"apc_list":null,"apc_paid":null,"fwci":1.0986,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.82939342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"659","last_page":"666"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9945999979972839,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9945999979972839,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.982699990272522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6451098918914795},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5668132305145264},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5549067258834839},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.5292550921440125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3796519339084625},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18523871898651123},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.07587996125221252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6451098918914795},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5668132305145264},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5549067258834839},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.5292550921440125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3796519339084625},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18523871898651123},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07587996125221252},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asonam49781.2020.9381370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam49781.2020.9381370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W207625154","https://openalex.org/W1521985943","https://openalex.org/W1748422605","https://openalex.org/W1993415883","https://openalex.org/W2033172859","https://openalex.org/W2048452064","https://openalex.org/W2077981172","https://openalex.org/W2191117394","https://openalex.org/W2519502568","https://openalex.org/W2550345740","https://openalex.org/W2551508623","https://openalex.org/W2555860656","https://openalex.org/W2590683580","https://openalex.org/W2676841717","https://openalex.org/W2741433478","https://openalex.org/W2746015747","https://openalex.org/W2755594639","https://openalex.org/W2770354671","https://openalex.org/W2770619614","https://openalex.org/W2809044511","https://openalex.org/W2886760276","https://openalex.org/W2898095698","https://openalex.org/W2898156518","https://openalex.org/W2898251044","https://openalex.org/W2898442874","https://openalex.org/W2898462192","https://openalex.org/W2898537620","https://openalex.org/W2903930265","https://openalex.org/W2910330388","https://openalex.org/W2918286807","https://openalex.org/W2952400952","https://openalex.org/W2968704279","https://openalex.org/W2969880773","https://openalex.org/W2979443898","https://openalex.org/W2991576898","https://openalex.org/W2995574965","https://openalex.org/W2998735407","https://openalex.org/W2998810041","https://openalex.org/W2999265642","https://openalex.org/W2999499437","https://openalex.org/W2999679570","https://openalex.org/W3000008134","https://openalex.org/W3006971682","https://openalex.org/W3007500409","https://openalex.org/W3013050088","https://openalex.org/W3015687064","https://openalex.org/W3016609671","https://openalex.org/W3026658694","https://openalex.org/W3028153202","https://openalex.org/W3043995533","https://openalex.org/W3080355929","https://openalex.org/W3081369129","https://openalex.org/W3082420066","https://openalex.org/W3085986812","https://openalex.org/W3086996382","https://openalex.org/W3090702224","https://openalex.org/W3106791009","https://openalex.org/W3128741322","https://openalex.org/W3130702321","https://openalex.org/W3139081364","https://openalex.org/W3139534813","https://openalex.org/W3171270113","https://openalex.org/W4233132785","https://openalex.org/W4234384890","https://openalex.org/W4239270184","https://openalex.org/W4288251100","https://openalex.org/W4301709227","https://openalex.org/W6631215703","https://openalex.org/W6637554166","https://openalex.org/W6764231973","https://openalex.org/W6782284646","https://openalex.org/W6789965393","https://openalex.org/W6792403415"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2612632602","https://openalex.org/W2321805087"],"abstract_inverted_index":{"Technological":[0],"advancements":[1],"in":[2,65,126],"the":[3,66,114,117,127,145],"current":[4],"era":[5],"of":[6,16,20,27,38,116,147],"big":[7,59,71,108,156],"data":[8,22,29,33],"have":[9],"led":[10],"to":[11,98,113],"rapid":[12],"generation":[13],"and":[14,77,81,91,136],"collection":[15],"very":[17,58,62,67,70,104,107,152,155],"large":[18],"amounts":[19],"valuable":[21],"from":[23,103,129],"a":[24],"wide":[25],"variety":[26],"rich":[28,32],"sources.":[30],"As":[31],"sources,":[34],"social":[35,39,46,88,101,109,124,157],"networks":[36,56,72],"consist":[37],"entities":[40,125],"that":[41,83],"are":[42,57,73],"linked":[43],"by":[44,87],"some":[45],"relationships":[47,102],"(e.g.,":[48],"kinship,":[49],"colleagueship,":[50],"co-authorship,":[51],"friendship,":[52],"followship).":[53],"Usually,":[54],"these":[55],"but":[60,69,106,154],"also":[61],"sparse.":[63],"Embedded":[64],"sparse":[68,105,153],"implicit,":[74],"previously":[75],"unknown":[76],"potentially":[78],"useful":[79,131],"information":[80,132],"knowledge":[82,138],"can":[84,133,139],"be":[85,134,140],"discovered":[86],"network":[89,110,158],"analysis":[90],"mining.":[92],"In":[93],"this":[94],"paper,":[95],"we":[96,119],"aim":[97],"discover":[99],"interesting":[100,137],"data.":[111,159],"Due":[112],"sparsity":[115],"data,":[118,128],"effectively":[120],"compress":[121],"bitmaps":[122],"representing":[123],"which":[130],"mined":[135],"discovered.":[141],"Evaluation":[142],"results":[143],"show":[144],"effectiveness":[146],"our":[148],"compression":[149],"scheme":[150],"for":[151]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
