{"id":"https://openalex.org/W2081155971","doi":"https://doi.org/10.1145/1097064.1097104","title":"Implicit interaction profiling for recommending spatial content","display_name":"Implicit interaction profiling for recommending spatial content","publication_year":2005,"publication_date":"2005-11-04","ids":{"openalex":"https://openalex.org/W2081155971","doi":"https://doi.org/10.1145/1097064.1097104","mag":"2081155971"},"language":"en","primary_location":{"id":"doi:10.1145/1097064.1097104","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1097064.1097104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual ACM international workshop on Geographic information systems","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/A5008193935","display_name":"Joe Weakliam","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Joe Weakliam","raw_affiliation_strings":["University College Dublin","university college dublin"],"affiliations":[{"raw_affiliation_string":"University College Dublin","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"university college dublin","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007719662","display_name":"Michela Bertolotto","orcid":"https://orcid.org/0000-0003-0122-7656"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Michela Bertolotto","raw_affiliation_strings":["University College Dublin","university college dublin"],"affiliations":[{"raw_affiliation_string":"University College Dublin","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"university college dublin","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079350138","display_name":"David C. Wilson","orcid":"https://orcid.org/0000-0003-2582-5159"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Wilson","raw_affiliation_strings":["University of North Carolina at Charlotte, University City Blvd, NC"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, University City Blvd, NC","institution_ids":["https://openalex.org/I102149020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008193935"],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":4.7689,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.95413412,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"285","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T12031","display_name":"Speech and dialogue systems","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8102501630783081},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.654364287853241},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5529744625091553},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5295611023902893},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5156139731407166},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47487351298332214},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4352438747882843},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.43090376257896423},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42747679352760315},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3732900023460388},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34557896852493286},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10172092914581299}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8102501630783081},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.654364287853241},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5529744625091553},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5295611023902893},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5156139731407166},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47487351298332214},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4352438747882843},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.43090376257896423},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42747679352760315},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3732900023460388},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34557896852493286},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10172092914581299},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1097064.1097104","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1097064.1097104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual ACM international workshop on Geographic information systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W25496760","https://openalex.org/W194017790","https://openalex.org/W1492324553","https://openalex.org/W1561375016","https://openalex.org/W1966553486","https://openalex.org/W1985081562","https://openalex.org/W2012451152","https://openalex.org/W2035968424","https://openalex.org/W2051379876","https://openalex.org/W2054340289","https://openalex.org/W2074680184","https://openalex.org/W2099716451","https://openalex.org/W2109431390","https://openalex.org/W2115452613","https://openalex.org/W2152646876","https://openalex.org/W3176132770","https://openalex.org/W4241572164"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W4391210591","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W3172493050","https://openalex.org/W4385420271","https://openalex.org/W4312192618","https://openalex.org/W2593798266","https://openalex.org/W2489977678"],"abstract_inverted_index":{"When":[0],"individuals":[1],"request":[2,85],"task-relevant":[3],"spatial":[4,36,62,174,266],"content":[5,37,63,175,198,267],"in":[6,58,153],"the":[7,51,69,119,135,154,171,215,230,242,245],"form":[8],"of":[9,60,105,201,210],"area":[10],"maps,":[11],"GIS":[12],"applications":[13,28],"typically":[14],"return":[15],"default":[16],"maps":[17,34,168,195],"displaying":[18,35],"standard":[19,234],"map":[20,70,206,237],"content.":[21],"Little":[22],"effort":[23,228],"is":[24,56,90,121,128,151,176,187,219,268],"made":[25],"by":[26,165,189,250],"these":[27],"to":[29,39,91,108,129,161,265],"present":[30],"users":[31],"with":[32,100,194],"personalized":[33,167],"tailored":[38],"users'":[40,191,248],"specific":[41],"interests.":[42],"Maps":[43],"generated":[44],"usually":[45],"contain":[46],"superfluous":[47],"information":[48,133,150,260],"that":[49],"hinders":[50],"user's":[52],"end":[53],"goal":[54],"and":[55,75,199,208,244,270],"irrelevant":[57],"terms":[59],"their":[61,109,253],"preferences.":[64],"Users":[65],"may":[66],"then":[67],"customize":[68],"through":[71],"toggling":[72],"features":[73,104,207],"on":[74,123],"off":[76],"but":[77],"this":[78,163],"must":[79],"be":[80,145],"done":[81],"repeatedly":[82],"whenever":[83],"they":[84],"a":[86,101,180,183],"map.":[87,184],"One":[88],"solution":[89,127],"demand":[92],"explicit":[93],"input":[94],"from":[95,214,229],"users,":[96],"before":[97],"presenting":[98],"them":[99],"map,":[102],"detailing":[103],"interest":[106,211],"related":[107,264],"current":[110],"task.":[111],"This,":[112],"however,":[113],"proves":[114],"an":[115,159,220],"expensive":[116],"answer":[117],"as":[118,223],"system":[120,246],"reliant":[122],"user":[124,136,155,181,257,262],"input.":[125],"Another":[126],"store":[130],"simplistic":[131],"profile":[132],"whereby":[134,169],"ticks":[137],"several":[138],"feature":[139],"boxes.":[140],"While":[141],"simple":[142],"customizations":[143],"could":[144],"stored,":[146],"only":[147,170],"basic":[148],"interaction":[149],"captured":[152,240],"profiles.":[156],"We":[157],"outline":[158],"approach":[160],"solving":[162],"problem":[164],"providing":[166],"most":[172],"relevant":[173],"returned":[177],"each":[178],"time":[179],"requests":[182],"Map":[185],"personalization":[186],"realized":[188],"monitoring":[190],"implicit":[192],"interactions":[193,238],"when":[196],"locating":[197],"regions":[200],"interest.":[202],"User":[203],"preferences":[204],"regarding":[205],"zones":[209],"are":[212,239],"inferred":[213],"actions":[216],"executed.":[217],"This":[218],"attractive":[221],"solution,":[222],"it":[224],"requires":[225],"no":[226],"real":[227],"user,":[231],"other":[232],"than":[233],"usage.":[235],"All":[236],"at":[241],"interface":[243],"learns":[247],"interests":[249,263],"unobtrusively":[251],"observing":[252],"behavior.":[254],"A":[255],"persistent":[256],"model":[258],"storing":[259],"describing":[261],"created":[269],"evolves":[271],"over":[272],"time.":[273]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}