{"id":"https://openalex.org/W2168936785","doi":"https://doi.org/10.1145/2556195.2559894","title":"Transferring heterogeneous links across location-based social networks","display_name":"Transferring heterogeneous links across location-based social networks","publication_year":2014,"publication_date":"2014-02-18","ids":{"openalex":"https://openalex.org/W2168936785","doi":"https://doi.org/10.1145/2556195.2559894","mag":"2168936785"},"language":"en","primary_location":{"id":"doi:10.1145/2556195.2559894","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2556195.2559894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM international conference on Web search and data mining","raw_type":"proceedings-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/A5100462851","display_name":"Jiawei Zhang","orcid":"https://orcid.org/0000-0003-1377-7938"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiawei Zhang","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002930471","display_name":"Xiangnan Kong","orcid":"https://orcid.org/0000-0002-7403-5869"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiangnan Kong","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036357902","display_name":"Philip S. Yu","orcid":"https://orcid.org/0000-0002-3491-5968"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip S. Yu","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100462851"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":35.8039,"has_fulltext":false,"cited_by_count":133,"citation_normalized_percentile":{"value":0.99782164,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"303","last_page":"312"},"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":0.9983000159263611,"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":0.9983000159263611,"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":0.998199999332428,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7516028881072998},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5557163953781128},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5343417525291443},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.47121280431747437},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34862738847732544},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2545008063316345},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23487642407417297},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17821231484413147}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7516028881072998},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5557163953781128},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5343417525291443},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.47121280431747437},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34862738847732544},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2545008063316345},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23487642407417297},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17821231484413147},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2556195.2559894","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2556195.2559894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM international conference on Web search and data mining","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.434.5339","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.434.5339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.uic.edu/~xkong/wsdm14.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.982.9106","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.982.9106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.cs.uic.edu/%7Ejzhang2/files/2014_wsdm_paper.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.995.1227","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.995.1227","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www-connex.lip6.fr/%7Egallinar/gallinari/uploads/Teaching/WSDM2014-zhang.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W188608978","https://openalex.org/W1972719705","https://openalex.org/W1976320242","https://openalex.org/W2001344462","https://openalex.org/W2022867359","https://openalex.org/W2047532797","https://openalex.org/W2054610764","https://openalex.org/W2059512573","https://openalex.org/W2101108259","https://openalex.org/W2101196063","https://openalex.org/W2109480754","https://openalex.org/W2110953678","https://openalex.org/W2128100639","https://openalex.org/W2133075925","https://openalex.org/W2136997350","https://openalex.org/W2140229016","https://openalex.org/W2140251882","https://openalex.org/W2154454189","https://openalex.org/W2161984370","https://openalex.org/W2167467982","https://openalex.org/W2171108134","https://openalex.org/W2171333143","https://openalex.org/W2420733993","https://openalex.org/W2768375068","https://openalex.org/W2963184995","https://openalex.org/W4285719527","https://openalex.org/W6682893184"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"ocation-based":[0],"social":[1,9,51,68,94,134,211],"networks":[2,10,144,233],"(LBSNs)":[3],"are":[4,99,140],"one":[5,151],"kind":[6],"of":[7,77,80,170,174,221,242],"online":[8,203],"offering":[11],"geographic":[12,131],"services":[13,35],"and":[14,31,40,53,96,102,146,185,205,213,261],"have":[15,25,154],"been":[16,155],"attracting":[17],"much":[18],"attention":[19],"in":[20,36,86,108,142],"recent":[21],"years.":[22],"LBSNs":[23,37,62,112,127,158,184,252],"usually":[24],"complex":[26],"structures,":[27],"involving":[28],"heterogeneous":[29,192,207],"nodes":[30],"links.":[32,215],"Many":[33],"recommendation":[34],"(e.g.,":[38,50],"friend":[39],"location":[41,54,71,97,214],"recommendation)":[42],"can":[43,123,197,217,227,256],"be":[44,83,124],"cast":[45],"as":[46],"link":[47,52,55,58,109],"prediction":[48,59,75,91,110],"problems":[49],"prediction).":[56],"Traditional":[57],"researches":[60],"on":[61,65,111,248],"mostly":[63],"focus":[64],"predicting":[66,171],"either":[67],"links":[69,81,95,98,175,212,222],"or":[70,133],"links,":[72],"assuming":[73],"the":[74,90,114,168,235,240,264],"tasks":[76,92],"different":[78],"types":[79,173,220],"to":[82,234,238],"independent.":[84],"However,":[85],"many":[87,138],"real-world":[88,250],"LBSNs,":[89],"for":[93,159,177,200,209],"strongly":[100],"correlated":[101],"mutually":[103],"influential.":[104],"Another":[105],"key":[106],"challenge":[107],"is":[113],"data":[115],"sparsity":[116],"problem":[117,169,241],"(i.e.,":[118],"\"new":[119],"network\"":[120],"problem),":[121],"which":[122],"encountered":[125],"when":[126],"branch":[128],"into":[129],"new":[130,179,236],"areas":[132],"groups.":[135],"Actually,":[136],"nowadays,":[137],"users":[139,147],"involved":[141],"multiple":[143,172,219],"simultaneously":[145,176],"who":[148],"just":[149],"join":[150],"LBSN":[152,180],"may":[153],"using":[156],"other":[157,231],"a":[160,178,187],"long":[161],"time.":[162],"In":[163,224],"this":[164],"paper,":[165],"we":[166],"study":[167],"across":[181,194],"partially":[182],"aligned":[183,232,251],"propose":[186],"novel":[188],"method":[189],"TRAIL":[190,196,216,226,255],"(TRAnsfer":[191],"lInks":[193],"LBSNs).":[195],"accumulate":[198],"information":[199,229],"locations":[201],"from":[202,230],"posts":[204],"extract":[206],"features":[208],"both":[210],"predict":[218],"simultaneously.":[223],"addition,":[225],"transfer":[228],"network":[237],"solve":[239],"lacking":[243],"information.":[244],"Extensive":[245],"experiments":[246],"conducted":[247],"two":[249],"show":[253],"that":[254],"achieve":[257],"very":[258],"good":[259],"performance":[260],"substantially":[262],"outperform":[263],"baseline":[265],"methods.":[266]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":19},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":22},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
