{"id":"https://openalex.org/W3097899379","doi":"https://doi.org/10.1109/tccn.2020.3034442","title":"Learning End-User Behavior for Optimized Bidding and User/Network Association","display_name":"Learning End-User Behavior for Optimized Bidding and User/Network Association","publication_year":2020,"publication_date":"2020-10-28","ids":{"openalex":"https://openalex.org/W3097899379","doi":"https://doi.org/10.1109/tccn.2020.3034442","mag":"3097899379"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2020.3034442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2020.3034442","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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/A5102863578","display_name":"Mohammad Yousefvand","orcid":"https://orcid.org/0000-0002-8728-9550"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mohammad Yousefvand","raw_affiliation_strings":["Wireless Information Network Lab (WINLAB), Rutgers University, New Brunswick, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Wireless Information Network Lab (WINLAB), Rutgers University, New Brunswick, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055303802","display_name":"Narayan B. Mandayam","orcid":"https://orcid.org/0000-0001-5744-0814"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Narayan B. Mandayam","raw_affiliation_strings":["Wireless Information Network Lab (WINLAB), Rutgers University, New Brunswick, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Wireless Information Network Lab (WINLAB), Rutgers University, New Brunswick, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102863578"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":0.411,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.62014951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":"3","first_page":"845","last_page":"855"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9983999729156494,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bidding","display_name":"Bidding","score":0.8232637643814087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8019676208496094},{"id":"https://openalex.org/keywords/stackelberg-competition","display_name":"Stackelberg competition","score":0.7803618907928467},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.515777587890625},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.46676939725875854},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4448195993900299},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4286612272262573},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42187464237213135},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3649601340293884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19591087102890015},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.11594128608703613}],"concepts":[{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.8232637643814087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8019676208496094},{"id":"https://openalex.org/C199510392","wikidata":"https://www.wikidata.org/wiki/Q1184602","display_name":"Stackelberg competition","level":2,"score":0.7803618907928467},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.515777587890625},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.46676939725875854},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4448195993900299},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4286612272262573},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42187464237213135},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3649601340293884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19591087102890015},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.11594128608703613},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2020.3034442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2020.3034442","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G986650871","display_name":null,"funder_award_id":"ACI-1541069","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W309749295","https://openalex.org/W1987880201","https://openalex.org/W2004877282","https://openalex.org/W2010653253","https://openalex.org/W2067195421","https://openalex.org/W2099161251","https://openalex.org/W2133469585","https://openalex.org/W2145417574","https://openalex.org/W2158510188","https://openalex.org/W2180742472","https://openalex.org/W2190764372","https://openalex.org/W2256188983","https://openalex.org/W2327152018","https://openalex.org/W2329681656","https://openalex.org/W2477382412","https://openalex.org/W2609604551","https://openalex.org/W2749962154","https://openalex.org/W2750212574","https://openalex.org/W2783669348","https://openalex.org/W2793174181","https://openalex.org/W2794164469","https://openalex.org/W2808913341","https://openalex.org/W2809239878","https://openalex.org/W2817212334","https://openalex.org/W2883004500","https://openalex.org/W2889020699","https://openalex.org/W2890371758","https://openalex.org/W2899164502","https://openalex.org/W2900896335","https://openalex.org/W2917178009","https://openalex.org/W2925285095","https://openalex.org/W2946723257","https://openalex.org/W2950458454","https://openalex.org/W2954982138","https://openalex.org/W2963881846","https://openalex.org/W2963981561","https://openalex.org/W2964312503","https://openalex.org/W3011865677","https://openalex.org/W3099945124","https://openalex.org/W3105101694","https://openalex.org/W3122760232","https://openalex.org/W6610832093","https://openalex.org/W6647234361"],"related_works":["https://openalex.org/W1987562536","https://openalex.org/W4383533535","https://openalex.org/W2375814310","https://openalex.org/W2355561715","https://openalex.org/W1481687787","https://openalex.org/W2394450267","https://openalex.org/W2605497830","https://openalex.org/W3169439878","https://openalex.org/W58930150","https://openalex.org/W2062756478"],"abstract_inverted_index":{"We":[0,97],"study":[1],"the":[2,23,26,31,87,90,103,108,115,119,127,147,169,186,197,200],"impact":[3],"of":[4,107,118,199],"end-user":[5,39],"behavior":[6,111],"on":[7],"service":[8,27,79,105,131],"provider":[9],"(SP)":[10],"bidding":[11,142,179,201],"and":[12,81,130,166,192],"user/network":[13],"association":[14,52],"in":[15,25,124,168],"a":[16,56,65,72,76,83,138,152,174],"HetNet":[17],"with":[18,53,75],"multiple":[19,57,94],"SPs":[20,54,109,128],"while":[21,86],"considering":[22],"uncertainty":[24],"guarantees":[28,106],"offered":[29],"by":[30],"SPs.":[32,145],"Using":[33],"Prospect":[34],"Theory":[35],"(PT)":[36],"to":[37,67,159,182],"model":[38],"decision":[40],"making":[41],"that":[42,70,99],"deviates":[43],"from":[44],"expected":[45],"utility":[46],"theory":[47],"(EUT),":[48],"we":[49,136,150,172],"formulate":[50],"user":[51,69,88],"as":[55],"leader":[58],"Stackelberg":[59],"game":[60],"where":[61],"each":[62,68],"SP":[63,188],"offers":[64],"bid":[66],"includes":[71],"data":[73],"rate":[74,117],"certain":[77],"probabilistic":[78],"guarantee":[80],"at":[82,185],"given":[84],"price,":[85],"chooses":[89],"best":[91],"offer":[92],"among":[93],"such":[95],"bids.":[96,189],"show":[98],"when":[100],"users":[101],"underweight":[102],"advertised":[104],"(a":[110],"observed":[112],"under":[113],"uncertainty),":[114],"rejection":[116],"bids":[120],"increases":[121],"dramatically":[122],"which":[123],"turn":[125],"decreases":[126],"utilities":[129],"rates.":[132],"To":[133],"overcome":[134],"this,":[135],"design":[137],"two-stage":[139],"learning-based":[140],"optimized":[141,178],"framework":[143],"for":[144],"In":[146],"first":[148],"stage,":[149],"use":[151,173],"support":[153],"vector":[154],"machine":[155],"(SVM)":[156],"learning":[157],"algorithm":[158,181],"predict":[160],"users\u2019":[161],"binary":[162],"decisions":[163],"(accept/reject":[164],"bids),":[165],"then":[167],"second":[170],"stage":[171],"dynamic":[175],"programming":[176],"based":[177],"(DPOB)":[180],"efficiently":[183],"arrive":[184],"optimal":[187],"Simulation":[190],"results":[191],"computational":[193],"complexity":[194],"analysis":[195],"validate":[196],"efficiency":[198],"framework.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}