乐胖代购免代理版

{"id":"https://openalex.org/W2913696151","doi":"https://doi.org/10.1145/3308558.3313609","title":"Adversarial Point-of-Interest Recommendation","display_name":"Adversarial Point-of-Interest Recommendation","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2913696151","doi":"https://doi.org/10.1145/3308558.3313609","mag":"2913696151"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308558.3313609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5100403505","display_name":"Fan Zhou","orcid":"https://orcid.org/0000-0002-8038-8150"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Zhou","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069122593","display_name":"Ruiyang Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiyang Yin","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014223717","display_name":"Kunpeng Zhang","orcid":"https://orcid.org/0000-0002-1474-3169"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kunpeng Zhang","raw_affiliation_strings":["University of Maryland, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086447943","display_name":"Goce Trajcevski","orcid":"https://orcid.org/0000-0002-8839-6278"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Goce Trajcevski","raw_affiliation_strings":["Iowa State University, USA"],"affiliations":[{"raw_affiliation_string":"Iowa State University, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034789908","display_name":"Ting Zhong","orcid":"https://orcid.org/0000-0002-8163-3146"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Zhong","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101911233","display_name":"Jin Wu","orcid":"https://orcid.org/0000-0001-6653-0088"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Wu","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.136,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":99,"citation_normalized_percentile":{"value":0.999817,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender System Technologies","score":0.9997,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender System Technologies","score":0.9997,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11980","display_name":"Understanding Human Mobility Patterns","score":0.9968,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12101","display_name":"Optimization of Multi-Armed Bandit Problems","score":0.9938,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.84657276},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.5360734},{"id":"https://openalex.org/keywords/content-based-recommendation","display_name":"Content-Based Recommendation","score":0.530918},{"id":"https://openalex.org/keywords/context-aware-recommender-systems","display_name":"Context-Aware Recommender Systems","score":0.53019},{"id":"https://openalex.org/keywords/trust-aware-recommender-systems","display_name":"Trust-Aware Recommender Systems","score":0.524984}],"concepts":[{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.84657276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8029611},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.64102083},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.55398816},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5371521},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.5360734},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5162537},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5046958},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46256125},{"id":"https://openalex.org/C149728462","wikidata":"https://www.wikidata.org/wiki/Q751319","display_name":"Minimax","level":2,"score":0.4569105},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42789766},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.42507678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40576604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33920187},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308558.3313609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.77}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":36,"referenced_works":["https://openalex.org/W1924770834","https://openalex.org/W1981886741","https://openalex.org/W1986050033","https://openalex.org/W2017921654","https://openalex.org/W2044672016","https://openalex.org/W2054141820","https://openalex.org/W2074194940","https://openalex.org/W2084677224","https://openalex.org/W2087692915","https://openalex.org/W2099471712","https://openalex.org/W2110953678","https://openalex.org/W2112631146","https://openalex.org/W2119717200","https://openalex.org/W2140310134","https://openalex.org/W2155027007","https://openalex.org/W2205235818","https://openalex.org/W2394103513","https://openalex.org/W2408538552","https://openalex.org/W2573719245","https://openalex.org/W2605300519","https://openalex.org/W2728796024","https://openalex.org/W2739805805","https://openalex.org/W2740832655","https://openalex.org/W2741206673","https://openalex.org/W2741686395","https://openalex.org/W2743289629","https://openalex.org/W2762735242","https://openalex.org/W2798749602","https://openalex.org/W2808113502","https://openalex.org/W2897730209","https://openalex.org/W2901471513","https://openalex.org/W2911662370","https://openalex.org/W2950577311","https://openalex.org/W2964057288","https://openalex.org/W2964268978","https://openalex.org/W3101023724"],"related_works":["https://openalex.org/W4380714744","https://openalex.org/W4319453655","https://openalex.org/W4293202849","https://openalex.org/W2995777218","https://openalex.org/W2964074194","https://openalex.org/W2912355043","https://openalex.org/W2387995142","https://openalex.org/W2089959425","https://openalex.org/W1980965563","https://openalex.org/W1489300767"],"abstract_inverted_index":{"Point-of-interest":[0],"(POI)":[1],"recommendation":[2,26],"is":[3],"essential":[4],"to":[5,23,57,67,134,157,193],"a":[6,138,147,179],"variety":[7],"of":[8,18,71,84,196],"services":[9],"for":[10,51],"both":[11],"users":[12,53],"and":[13,32,111,114,128,164],"business.":[14],"An":[15],"extensive":[16],"number":[17],"models":[19],"have":[20],"been":[21],"developed":[22],"improve":[24,135],"the":[25,47,64,69,89,97,102,116,121,125,132,155,158,170,194,197],"performance":[27,186],"by":[28,75,100,145],"exploiting":[29],"various":[30],"characteristics":[31],"relations":[33,166],"among":[34,167],"POIs":[35,56,94,106,123,168],"(e.g.,":[36],"spatio-temporal,":[37],"social,":[38],"etc.).":[39],"However,":[40],"very":[41],"few":[42],"studies":[43],"closely":[44],"look":[45],"into":[46,169],"underlying":[48],"mechanism":[49],"accounting":[50],"why":[52],"prefer":[54],"certain":[55],"others.":[58],"In":[59],"this":[60],"work,":[61],"we":[62],"initiate":[63],"first":[65],"attempt":[66],"learn":[68],"distribution":[70,99],"user":[72],"latent":[73],"preference":[74],"proposing":[76],"an":[77],"Adversarial":[78],"POI":[79],"Recommendation":[80],"(APOIR)":[81],"model,":[82],"consisting":[83],"two":[85],"major":[86],"components:":[87],"(1)":[88],"recommender":[90],"(R)":[91],"which":[92,119],"suggests":[93],"based":[95],"on":[96],"learned":[98],"maximizing":[101],"probabilities":[103],"that":[104],"these":[105],"are":[107,143],"predicted":[108],"as":[109,131,173,175],"unvisited":[110],"potentially":[112],"interested;":[113],"(2)":[115],"discriminator":[117],"(D)":[118],"distinguishes":[120],"recommended":[122],"from":[124],"true":[126],"check-ins":[127],"provides":[129],"gradients":[130],"guidance":[133],"R":[136,177],"in":[137,178,188],"rewarding":[139],"framework.":[140],"Two":[141],"components":[142],"co-trained":[144],"playing":[146],"minimax":[148],"game":[149],"towards":[150],"improving":[151],"itself":[152],"while":[153],"pushing":[154],"other":[156],"boundary.":[159],"By":[160],"further":[161],"integrating":[162],"geographical":[163],"social":[165],"reward":[171],"function":[172],"well":[174],"optimizing":[176],"reinforcement":[180],"learning":[181],"manner,":[182],"APOIR":[183],"obtains":[184],"significant":[185],"improvement":[187],"four":[189],"standard":[190],"metrics":[191],"compared":[192],"state":[195],"art":[198],"methods.":[199]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2913696151","counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":27},{"year":2019,"cited_by_count":3}],"updated_date":"2024-12-01T15:58:36.904010","created_date":"2019-02-21"}