{"id":"https://openalex.org/W2900798906","doi":"https://doi.org/10.1109/tnet.2018.2879437","title":"GLP: A Novel Framework for Group-Level Location Promotion in Geo-Social Networks","display_name":"GLP: A Novel Framework for Group-Level Location Promotion in Geo-Social Networks","publication_year":2018,"publication_date":"2018-11-21","ids":{"openalex":"https://openalex.org/W2900798906","doi":"https://doi.org/10.1109/tnet.2018.2879437","mag":"2900798906"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2018.2879437","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2018.2879437","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on 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/A5027445361","display_name":"Xudong Wu","orcid":"https://orcid.org/0000-0002-6854-5416"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Wu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048486573","display_name":"Luoyi Fu","orcid":"https://orcid.org/0000-0001-7796-9168"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luoyi Fu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7796-9168","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024257250","display_name":"Yuhang Yao","orcid":"https://orcid.org/0000-0002-7045-0002"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhang Yao","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7045-0002","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049286032","display_name":"Xinzhe Fu","orcid":"https://orcid.org/0000-0002-4425-3881"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinzhe Fu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034483183","display_name":"Xinbing Wang","orcid":"https://orcid.org/0000-0002-0357-8356"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinbing Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0357-8356","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428808","display_name":"Guihai Chen","orcid":"https://orcid.org/0000-0002-6934-1685"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guihai Chen","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":5.9025,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95161798,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":"6","first_page":"2870","last_page":"2883"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998000264167786,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9986000061035156,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/computer-science","display_name":"Computer science","score":0.7613202333450317},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.6449801325798035},{"id":"https://openalex.org/keywords/viral-marketing","display_name":"Viral marketing","score":0.594970703125},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5885586738586426},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.5538875460624695},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.5012109279632568},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.478839635848999},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4533414840698242},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4507076144218445},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44258591532707214},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3084552586078644},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.289963960647583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2821693420410156},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21312886476516724},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1394163966178894},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11111339926719666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7613202333450317},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.6449801325798035},{"id":"https://openalex.org/C187008535","wikidata":"https://www.wikidata.org/wiki/Q204255","display_name":"Viral marketing","level":3,"score":0.594970703125},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5885586738586426},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.5538875460624695},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.5012109279632568},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.478839635848999},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4533414840698242},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4507076144218445},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44258591532707214},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3084552586078644},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.289963960647583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2821693420410156},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21312886476516724},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1394163966178894},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11111339926719666},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnet.2018.2879437","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2018.2879437","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2622878473","display_name":null,"funder_award_id":"61829201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5597896998","display_name":null,"funder_award_id":"61822206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6041679325","display_name":null,"funder_award_id":"61532012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8607211670","display_name":null,"funder_award_id":"61602303","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1612283261","https://openalex.org/W1680189815","https://openalex.org/W1971518768","https://openalex.org/W1972243012","https://openalex.org/W1993980089","https://openalex.org/W1995629273","https://openalex.org/W2024626449","https://openalex.org/W2056473436","https://openalex.org/W2056951373","https://openalex.org/W2061820396","https://openalex.org/W2110953678","https://openalex.org/W2158478952","https://openalex.org/W2168792791","https://openalex.org/W2315729860","https://openalex.org/W2333655623","https://openalex.org/W2385600359","https://openalex.org/W2414498945","https://openalex.org/W2433886250","https://openalex.org/W2584774776","https://openalex.org/W2735579742","https://openalex.org/W2963846819","https://openalex.org/W3118655244","https://openalex.org/W3122282375","https://openalex.org/W3124352866"],"related_works":["https://openalex.org/W2902193799","https://openalex.org/W2046658895","https://openalex.org/W2465338762","https://openalex.org/W2939506735","https://openalex.org/W2770232349","https://openalex.org/W2269573953","https://openalex.org/W2729460574","https://openalex.org/W2558516130","https://openalex.org/W2891776881","https://openalex.org/W2998073084"],"abstract_inverted_index":{"Location-aware":[0],"viral":[1],"marketing":[2],"is":[3,104,142,188,203],"crucial":[4],"in":[5,31,42,109,196,254],"modern":[6],"commercial":[7],"applications":[8],"for":[9],"attracting":[10],"customers":[11],"to":[12,77,112,116,206,231],"certain":[13],"points":[14],"of":[15,44,48,93,99,102,140,148,158,183,251],"interests.":[16],"Prior":[17],"works":[18],"are":[19,40],"mainly":[20],"based":[21,130],"on":[22,131,218],"formulating":[23],"it":[24],"into":[25,60],"a":[26,88,107,171,192],"location-aware":[27],"influence":[28,209,235,256],"maximization":[29],"problem":[30],"Geo-social":[32],"Networks":[33],"(GSNs),":[34],"where":[35],"$K$":[36],"initial":[37],"seed":[38,184,241],"individuals":[39],"selected":[41],"hope":[43],"maximizing":[45],"the":[46,57,61,72,78,154,180,212,223,249],"number":[47],"final":[49,255],"influenced":[50],"users.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55],"present":[56],"first":[58],"look":[59],"group-level":[62,94,173],"location":[63,95],"promotion,":[64],"which":[65,103],"can":[66,177],"potentially":[67],"enhance":[68],"its":[69],"performance,":[70],"with":[71,198,228],"phenomenon":[73],"that":[74,187,222],"users":[75,115],"belonging":[76],"same":[79,213],"geo-community":[80],"share":[81],"similar":[82],"moving":[83],"preferences.":[84],"We":[85],"propose":[86],"GLP,":[87],"new":[89,172],"and":[90,156,161,237],"novel":[91],"framework":[92],"promotion":[96],"by":[97,145,169,191],"virtue":[98],"geo-communities,":[100],"each":[101],"treated":[105],"as":[106],"group":[108,149,252],"GSNs.":[110],"Aiming":[111],"attract":[113],"more":[114,164],"designated":[117],"locations,":[118],"GLP":[119,141,151,176,202,224],"firstly":[120],"carries":[121],"out":[122],"user":[123],"grouping":[124],"through":[125],"an":[126],"iterative":[127],"learning":[128],"approach":[129],"information":[132],"extraction":[133],"from":[134],"massive":[135],"check-ins":[136],"records.":[137],"The":[138],"advantage":[139],"three-folded:":[143],"i)":[144],"aggregating":[146],"movements":[147],"members,":[150],"significantly":[152],"avoids":[153],"sparsity":[155],"sporadicity":[157],"individual":[159],"check-ins,":[160],"thus":[162],"obtains":[163],"reliable":[165],"mobility":[166],"models;":[167],"ii)":[168],"generalizing":[170],"social":[174],"graph,":[175],"exponentially":[178],"reduce":[179],"computational":[181],"complexity":[182],"nodes":[185],"selection":[186,242],"algorithmically":[189],"executed":[190],"greedy":[193],"algorithm;":[194],"iii)":[195],"comparison":[197],"prior":[199],"individual-level":[200,245],"cases,":[201,246],"theoretically":[204],"demonstrated":[205],"drastically":[207],"increase":[208],"spread":[210,236],"under":[211],"given":[214],"budget.":[215],"Extensive":[216],"experiments":[217],"real":[219],"datasets":[220],"demonstrate":[221],"outperforms":[225],"four":[226],"baselines,":[227],"notably":[229],"up":[230],"10":[232],"times":[233,239],"larger":[234],"100":[238],"faster":[240],"over":[243],"two":[244],"meanwhile":[247],"verifying":[248],"impact":[250],"numbers":[253],"spread.":[257]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
