{"id":"https://openalex.org/W2581979418","doi":"https://doi.org/10.1109/jsac.2017.2659059","title":"When Social Network Effect Meets Congestion Effect in Wireless Networks: Data Usage Equilibrium and Optimal Pricing","display_name":"When Social Network Effect Meets Congestion Effect in Wireless Networks: Data Usage Equilibrium and Optimal Pricing","publication_year":2017,"publication_date":"2017-01-26","ids":{"openalex":"https://openalex.org/W2581979418","doi":"https://doi.org/10.1109/jsac.2017.2659059","mag":"2581979418"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2017.2659059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2017.2659059","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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/A5042081570","display_name":"Xiaowen Gong","orcid":"https://orcid.org/0000-0001-5124-7941"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaowen Gong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007119869","display_name":"Lingjie Duan","orcid":"https://orcid.org/0000-0002-0217-6507"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lingjie Duan","raw_affiliation_strings":["Engineering Systems and Design Pillar, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Engineering Systems and Design Pillar, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385758","display_name":"Xu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Guangzhou","School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Guangzhou","institution_ids":[]},{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027033026","display_name":"Junshan Zhang","orcid":"https://orcid.org/0000-0002-3840-1753"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junshan Zhang","raw_affiliation_strings":["School of Electrical, Computer, and Energy Engineering, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer, and Energy Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042081570"],"corresponding_institution_ids":["https://openalex.org/I82497590"],"apc_list":null,"apc_paid":null,"fwci":19.1292,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.99412251,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"35","issue":"2","first_page":"449","last_page":"462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.991599977016449,"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/T11499","display_name":"ICT Impact and Policies","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stackelberg-competition","display_name":"Stackelberg competition","score":0.8464084267616272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8065882325172424},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6012641191482544},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5613847970962524},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5392069220542908},{"id":"https://openalex.org/keywords/backward-induction","display_name":"Backward induction","score":0.5335386991500854},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4367109537124634},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41371169686317444},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.37289586663246155},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.28087037801742554},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14907094836235046},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.12554630637168884},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08862999081611633},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08287373185157776}],"concepts":[{"id":"https://openalex.org/C199510392","wikidata":"https://www.wikidata.org/wiki/Q1184602","display_name":"Stackelberg competition","level":2,"score":0.8464084267616272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8065882325172424},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6012641191482544},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5613847970962524},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5392069220542908},{"id":"https://openalex.org/C160343169","wikidata":"https://www.wikidata.org/wiki/Q968642","display_name":"Backward induction","level":3,"score":0.5335386991500854},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4367109537124634},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41371169686317444},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.37289586663246155},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.28087037801742554},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14907094836235046},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.12554630637168884},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08862999081611633},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08287373185157776},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2017.2659059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2017.2659059","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5758196012","display_name":null,"funder_award_id":"CNS-1457278","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6713892798","display_name":null,"funder_award_id":"W911NF-16-1-0448","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G7436343030","display_name":null,"funder_award_id":"61528105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8198572727","display_name":null,"funder_award_id":"CNS-1422277","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G873780005","display_name":null,"funder_award_id":"ECCS-1547294","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W389907844","https://openalex.org/W391578156","https://openalex.org/W1524752513","https://openalex.org/W1822550920","https://openalex.org/W1916607624","https://openalex.org/W1972221945","https://openalex.org/W1973386875","https://openalex.org/W1991450189","https://openalex.org/W1995341435","https://openalex.org/W1995844212","https://openalex.org/W1998665878","https://openalex.org/W2000581378","https://openalex.org/W2001209238","https://openalex.org/W2011749877","https://openalex.org/W2036085425","https://openalex.org/W2060085909","https://openalex.org/W2065812415","https://openalex.org/W2100853709","https://openalex.org/W2111418154","https://openalex.org/W2136041258","https://openalex.org/W2138744708","https://openalex.org/W2140698087","https://openalex.org/W2142859165","https://openalex.org/W2164498579","https://openalex.org/W2170904274","https://openalex.org/W2794536394","https://openalex.org/W3123711457","https://openalex.org/W3143219376","https://openalex.org/W4236135656","https://openalex.org/W6648197725","https://openalex.org/W6793127252"],"related_works":["https://openalex.org/W2605497830","https://openalex.org/W3169439878","https://openalex.org/W2081462673","https://openalex.org/W2514762101","https://openalex.org/W2948291551","https://openalex.org/W2062756478","https://openalex.org/W2972558544","https://openalex.org/W58930150","https://openalex.org/W2123795915","https://openalex.org/W2294209758"],"abstract_inverted_index":{"The":[0],"rapid":[1],"growth":[2],"of":[3,159,189,217,233,247,259],"online":[4],"social":[5,11,28,64,68,130,238,254,273,289],"networks":[6],"has":[7,16],"strengthened":[8],"wireless":[9,35,41,77,94,209,234],"users'":[10,51],"relationships,":[12],"which":[13],"in":[14,18,26,66,74,90,104,112,180,267,305],"turn":[15],"resulted":[17],"more":[19],"data":[20,52,88,99,118],"traffic":[21],"due":[22,61],"to":[23,62,101,106,125,169,176,206,300],"network":[24,59,131,239,274,290],"effect":[25,60,73,132,240,271,291,309],"the":[27,31,39,58,67,71,75,98,121,138,154,157,171,178,187,194,208,215,231,244,248,253,257,264,276,302],"domain.":[29,78],"Nevertheless,":[30],"boosted":[32],"demand":[33,162],"for":[34,85,120,146,153,174,197,230],"services":[36],"may":[37],"challenge":[38],"limited":[40],"capacity.":[42],"To":[43],"build":[44],"a":[45,82,93,160,181,294,312],"thorough":[46],"understanding,":[47],"we":[48,80,149,166,200],"study":[49],"mobile":[50],"usage":[53,250],"behavior":[54],"by":[55],"jointly":[56],"considering":[57],"their":[63,117],"relationships":[65],"domain":[69],"and":[70,110,133,156,173,224,256,286],"congestion":[72,134,242,265,270,308],"physical":[76],"Specifically,":[79],"develop":[81,201],"Stackelberg":[83],"game":[84,140],"socially":[86],"aware":[87],"usage:":[89],"Stage":[91,113,147,198],"I,":[92,199],"provider":[95],"first":[96,150],"decides":[97],"pricing":[100,204],"all":[102],"users":[103,115,175],"order":[105],"maximize":[107,207],"its":[108],"revenue,":[109],"then":[111],"II,":[114,148],"decide":[116],"usage,":[119],"given":[122],"price,":[123],"subject":[124],"mutual":[126],"interactions":[127],"under":[128],"both":[129],"effect.":[135],"We":[136,184,212],"analyze":[137],"two-stage":[139],"via":[141],"backward":[142],"induction.":[143],"In":[144],"particular,":[145],"provide":[151],"conditions":[152],"existence":[155],"uniqueness":[158],"user":[161],"equilibrium":[163],"(UDE).":[164],"Then,":[165],"propose":[167],"algorithms":[168,220],"find":[170],"UDE":[172,179],"reach":[177],"distributed":[182],"manner.":[183],"further":[185],"investigate":[186],"impact":[188],"different":[190],"system":[191],"parameters":[192,285],"on":[193],"UDE.":[195],"Next,":[196],"an":[202],"optimal":[203],"algorithm":[205],"provider's":[210],"revenue.":[211],"numerically":[213],"evaluate":[214],"performance":[216],"our":[218],"proposed":[219],"using":[221],"real":[222],"data,":[223],"thereby":[225],"draw":[226],"useful":[227],"engineering":[228],"insights":[229],"operation":[232],"providers:":[235],"1)":[236],"when":[237,269,288,307],"dominates":[241,272],"effect,":[243,275],"marginal":[245,277],"gain":[246,278],"total":[249,303],"increases":[251],"with":[252,263,283],"ties":[255],"number":[258],"users,":[260],"or":[261],"decreases":[262,279],"coefficient;":[266],"contrast,":[268,306],"(or":[280],"increases,":[281],"respectively)":[282],"these":[284],"2)":[287],"is":[292,310,315],"strong,":[293,311],"lower":[295],"price":[296,314],"should":[297],"be":[298],"set":[299],"increase":[301],"revenue;":[304],"higher":[313],"preferred.":[316]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":27},{"year":2018,"cited_by_count":26},{"year":2017,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
