{"id":"https://openalex.org/W2737840726","doi":"https://doi.org/10.1109/pacificvis.2017.8031576","title":"A visual analytics approach for understanding egocentric intimacy network evolution and impact propagation in MMORPGs","display_name":"A visual analytics approach for understanding egocentric intimacy network evolution and impact propagation in MMORPGs","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2737840726","doi":"https://doi.org/10.1109/pacificvis.2017.8031576","mag":"2737840726"},"language":"en","primary_location":{"id":"doi:10.1109/pacificvis.2017.8031576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2017.8031576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Pacific Visualization Symposium (PacificVis)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://repository.ust.hk/ir/bitstream/1783.1-85081/1/85081.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100447162","display_name":"Quan Li","orcid":"https://orcid.org/0000-0003-2249-0728"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Quan Li","raw_affiliation_strings":["The Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039231102","display_name":"Qiaomu Shen","orcid":"https://orcid.org/0000-0002-6510-0964"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qiaomu Shen","raw_affiliation_strings":["The Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101458443","display_name":"Yao Ming","orcid":"https://orcid.org/0000-0002-6377-6063"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yao Ming","raw_affiliation_strings":["The Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031942123","display_name":"Peng Xu","orcid":"https://orcid.org/0000-0003-0032-1237"},"institutions":[{"id":"https://openalex.org/I4210091137","display_name":"NetEase (China)","ror":"https://ror.org/00fp6fj05","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Xu","raw_affiliation_strings":["NetEase, Inc"],"affiliations":[{"raw_affiliation_string":"NetEase, Inc","institution_ids":["https://openalex.org/I4210091137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377624","display_name":"Yun Wang","orcid":"https://orcid.org/0000-0002-4749-2984"},"institutions":[{"id":"https://openalex.org/I4210091137","display_name":"NetEase (China)","ror":"https://ror.org/00fp6fj05","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Wang","raw_affiliation_strings":["NetEase, Inc"],"affiliations":[{"raw_affiliation_string":"NetEase, Inc","institution_ids":["https://openalex.org/I4210091137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026376235","display_name":"Xiaojuan Ma","orcid":"https://orcid.org/0000-0002-9847-7784"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaojuan Ma","raw_affiliation_strings":["The Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091466289","display_name":"Huamin Qu","orcid":"https://orcid.org/0000-0002-3344-9694"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Huamin Qu","raw_affiliation_strings":["The Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100447162"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":1.5603,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.82719253,"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":"31","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9969000220298767,"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":0.9969000220298767,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9800999760627747,"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/T11197","display_name":"Digital Games and Media","score":0.9725000262260437,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.791113555431366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6788442134857178},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.608691930770874},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5841097235679626},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5158030986785889},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4386478066444397},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.41641026735305786},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3638545870780945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32157963514328003},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2975686192512512}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.791113555431366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6788442134857178},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.608691930770874},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5841097235679626},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5158030986785889},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4386478066444397},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.41641026735305786},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3638545870780945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32157963514328003},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2975686192512512}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/pacificvis.2017.8031576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2017.8031576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Pacific Visualization Symposium (PacificVis)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.ust.hk:1783.1-85081","is_oa":true,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000425212300005","pdf_url":"http://repository.ust.hk/ir/bitstream/1783.1-85081/1/85081.pdf","source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-85081","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-85081","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:repository.ust.hk:1783.1-85081","is_oa":true,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000425212300005","pdf_url":"http://repository.ust.hk/ir/bitstream/1783.1-85081/1/85081.pdf","source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5600000023841858,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2737840726.pdf","grobid_xml":"https://content.openalex.org/works/W2737840726.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W398374693","https://openalex.org/W1481385718","https://openalex.org/W1498317890","https://openalex.org/W1529733883","https://openalex.org/W1830799964","https://openalex.org/W1831234599","https://openalex.org/W1899382931","https://openalex.org/W1986106307","https://openalex.org/W2005011141","https://openalex.org/W2009664208","https://openalex.org/W2012920605","https://openalex.org/W2022266816","https://openalex.org/W2039163945","https://openalex.org/W2042421074","https://openalex.org/W2049086518","https://openalex.org/W2051726506","https://openalex.org/W2086146553","https://openalex.org/W2087765149","https://openalex.org/W2092558468","https://openalex.org/W2099741957","https://openalex.org/W2100112610","https://openalex.org/W2105837702","https://openalex.org/W2106418289","https://openalex.org/W2109807592","https://openalex.org/W2124524855","https://openalex.org/W2127471749","https://openalex.org/W2152825437","https://openalex.org/W2155461593","https://openalex.org/W2158908968","https://openalex.org/W2166953159","https://openalex.org/W2171558084","https://openalex.org/W2184407187","https://openalex.org/W2229662657","https://openalex.org/W2255903209","https://openalex.org/W2288209845","https://openalex.org/W2294317261","https://openalex.org/W2489062581","https://openalex.org/W2490493864","https://openalex.org/W2528597475","https://openalex.org/W2558275945","https://openalex.org/W2603568846","https://openalex.org/W2907515539","https://openalex.org/W4242665259","https://openalex.org/W4293657805","https://openalex.org/W6631525190","https://openalex.org/W6686467043","https://openalex.org/W6689363989","https://openalex.org/W6691804791","https://openalex.org/W6735787918","https://openalex.org/W6757688949"],"related_works":["https://openalex.org/W348707231","https://openalex.org/W1558485007","https://openalex.org/W2064719069","https://openalex.org/W2067923524","https://openalex.org/W3004497735","https://openalex.org/W1873226627","https://openalex.org/W2911982569","https://openalex.org/W2138646726","https://openalex.org/W2362367986","https://openalex.org/W3041760129"],"abstract_inverted_index":{"Massively":[0],"Multiplayer":[1],"Online":[2],"Role-playing":[3],"Games":[4],"(MMORPGs)":[5],"feature":[6],"a":[7,160,174,193,203,235,291,296],"large":[8],"number":[9],"of":[10,36,42,50,107,182,228,244,260,276],"players":[11,27,74,140],"socially":[12],"interacting":[13],"with":[14,141,147,156,164,211,221],"one":[15,148],"another":[16,149],"in":[17,60,65,119,219,246,290],"an":[18,124,247],"immersive":[19],"gaming":[20],"environment.":[21],"A":[22],"successful":[23],"MMORPG":[24],"should":[25],"engage":[26],"and":[28,47,75,131,150,196,214,268,284],"meet":[29],"their":[30,154],"needs":[31,144],"to":[32,136,207,224,239],"achieve":[33],"different":[34,142,280],"categories":[35],"gratifications.":[37],"Research":[38],"on":[39,103,153,189],"the":[40,48,92,108,120,138,151,180,190,209,226,242,254,258,261,274,285],"evolution":[41,181,227],"player":[43,184,194],"social":[44,89,117,162,263],"interaction":[45,282],"network":[46,83,98],"dynamics":[49],"inter-player":[51],"intimacy":[52,185,229,255],"could":[53,64],"provide":[54],"insights":[55],"into":[56],"players'":[57],"gratification-oriented":[58],"behaviors":[59,250],"MMORPGs.":[61],"Such":[62],"understanding":[63],"turn":[66],"guide":[67],"game":[68,129,212],"designs":[69],"for":[70,78,114,178],"better":[71],"engaging":[72],"existing":[73],"marketing":[76],"strategies":[77],"attracting":[79],"newcomers.":[80],"Conventional":[81],"dynamic":[82,97],"analysis":[84],"may":[85,145,251],"help":[86],"investigate":[87],"game-based":[88],"interactions":[90,118],"at":[91,265],"macroscopic":[93],"level.":[94],"However,":[95],"current":[96],"visualization":[99,217],"techniques":[100,218],"mainly":[101],"focus":[102],"illustrating":[104],"topological":[105],"changes":[106,245,289],"entire":[109],"network,":[110,256],"which":[111],"are":[112],"unsuitable":[113],"analyzing":[115],"player-specific":[116],"virtual":[121],"world":[122],"from":[123,295],"egocentric":[125,183,230],"perspective.":[126],"In":[127,168],"general,":[128],"designers":[130],"operators":[132],"find":[133],"it":[134],"difficult":[135],"analyze":[137],"way":[139],"gratification":[143],"interact":[146],"consequences":[152],"relationships":[155],"direct":[157],"ties,":[158],"using":[159],"decentralized":[161],"graph":[163],"complicated":[165],"time-varying":[166],"structures.":[167],"this":[169],"paper,":[170],"we":[171,272],"present":[172],"MMOSeer,":[173],"visual":[175],"analytics":[176],"system":[177,210],"exploring":[179],"network.":[186,231],"MMOSeer":[187,277],"focuses":[188],"relationship":[191],"between":[192],"(ego)":[195],"his/her":[197],"directly-linked":[198],"friends":[199],"(alters).":[200],"We":[201,232],"follow":[202],"user-centered":[204],"design":[205],"process":[206],"develop":[208],"analysts":[213],"apply":[215],"novel":[216],"conjunction":[220],"well-established":[222],"algorithms":[223],"depict":[225],"also":[233],"derive":[234],"centrality":[236],"change":[237],"metric":[238],"infer":[240],"how":[241],"impact":[243],"ego's":[248],"interactive":[249],"propagate":[252],"through":[253],"reshaping":[257],"structure":[259],"alters'":[262],"circles":[264],"both":[266],"micro":[267],"macro":[269],"levels.":[270],"Finally,":[271],"validate":[273],"usability":[275],"by":[278],"discovering":[279],"user":[281],"patterns":[283],"corresponding":[286],"ego-network":[287],"structural":[288],"real-world":[292],"gameplay":[293],"dataset":[294],"commercial":[297],"MMORPG.":[298]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-10-10T00:00:00"}