{"id":"https://openalex.org/W2054800804","doi":"https://doi.org/10.1109/geoinformatics.2012.6270301","title":"Identifying specific spatial tasks through clustering and geovisual analysis","display_name":"Identifying specific spatial tasks through clustering and geovisual analysis","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2054800804","doi":"https://doi.org/10.1109/geoinformatics.2012.6270301","mag":"2054800804"},"language":"en","primary_location":{"id":"doi:10.1109/geoinformatics.2012.6270301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2012.6270301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th International Conference on Geoinformatics","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/A5000656537","display_name":"Ali Tahir","orcid":"https://orcid.org/0000-0003-2914-019X"},"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":"Ali Tahir","raw_affiliation_strings":["School of Computer Science and Informatics, University College Dublin, 4, Ireland","[School of Computer Science and Informatics, University College Dublin, 4, Ireland]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, University College Dublin, 4, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"[School of Computer Science and Informatics, University College Dublin, 4, Ireland]","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059704549","display_name":"Gavin McArdle","orcid":"https://orcid.org/0000-0003-0613-546X"},"institutions":[{"id":"https://openalex.org/I157286207","display_name":"National University of Ireland, Maynooth","ror":"https://ror.org/048nfjm95","country_code":"IE","type":"education","lineage":["https://openalex.org/I157286207"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Gavin McArdle","raw_affiliation_strings":["National Centre for Geocomputation, National University of Ireland Maynooth, Co. Kildare, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Centre for Geocomputation, National University of Ireland Maynooth, Co. Kildare, Ireland","institution_ids":["https://openalex.org/I157286207"]}]},{"author_position":"last","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":["School of Computer Science and Informatics, University College Dublin, 4, Ireland","[School of Computer Science and Informatics, University College Dublin, 4, Ireland]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, University College Dublin, 4, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"[School of Computer Science and Informatics, University College Dublin, 4, Ireland]","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4874,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.66823666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9986000061035156,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8152248859405518},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7048728466033936},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6157534718513489},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5984057188034058},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5583425164222717},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5231884121894836},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4702562093734741},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.46286970376968384},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4531937837600708},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.45127928256988525},{"id":"https://openalex.org/keywords/cursor","display_name":"Cursor (databases)","score":0.446433424949646},{"id":"https://openalex.org/keywords/spatial-contextual-awareness","display_name":"Spatial contextual awareness","score":0.43709596991539},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.43697863817214966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35162413120269775},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33275872468948364},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24930033087730408}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8152248859405518},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7048728466033936},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6157534718513489},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5984057188034058},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5583425164222717},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5231884121894836},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4702562093734741},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.46286970376968384},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4531937837600708},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.45127928256988525},{"id":"https://openalex.org/C2776990265","wikidata":"https://www.wikidata.org/wiki/Q2998101","display_name":"Cursor (databases)","level":2,"score":0.446433424949646},{"id":"https://openalex.org/C64754055","wikidata":"https://www.wikidata.org/wiki/Q7574053","display_name":"Spatial contextual awareness","level":2,"score":0.43709596991539},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.43697863817214966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35162413120269775},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33275872468948364},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24930033087730408},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/geoinformatics.2012.6270301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2012.6270301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th International Conference on Geoinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W164526473","https://openalex.org/W259338706","https://openalex.org/W1240377842","https://openalex.org/W1552094495","https://openalex.org/W1561934083","https://openalex.org/W1852053568","https://openalex.org/W1969553592","https://openalex.org/W1981398125","https://openalex.org/W2003489401","https://openalex.org/W2016290277","https://openalex.org/W2023846135","https://openalex.org/W2032521898","https://openalex.org/W2038230692","https://openalex.org/W2046466133","https://openalex.org/W2047348678","https://openalex.org/W2061503185","https://openalex.org/W2075440920","https://openalex.org/W2085864217","https://openalex.org/W2117750217","https://openalex.org/W2123862364","https://openalex.org/W2130582362","https://openalex.org/W2140190241","https://openalex.org/W2149617571","https://openalex.org/W2160642098","https://openalex.org/W2161190103","https://openalex.org/W2163145488","https://openalex.org/W2766450143","https://openalex.org/W4247105055","https://openalex.org/W4253188717"],"related_works":["https://openalex.org/W3148227991","https://openalex.org/W1486593826","https://openalex.org/W2771174107","https://openalex.org/W1536965844","https://openalex.org/W2344941099","https://openalex.org/W4322212724","https://openalex.org/W2106788855","https://openalex.org/W3081561710","https://openalex.org/W2477413883","https://openalex.org/W2463773089"],"abstract_inverted_index":{"As":[0],"people's":[1],"mobility":[2],"has":[3,7],"increased":[4],"so":[5],"too":[6],"the":[8,52,57,125,172],"use":[9],"of":[10,21,45,106,127,145],"web":[11,112],"maps":[12],"and":[13,49,64,74,79,90,130,141],"other":[14],"geo-technologies":[15],"for":[16,180],"navigational":[17],"purposes.":[18],"Daily":[19],"usage":[20],"these":[22],"technologies,":[23],"either":[24],"embedded":[25],"in":[26,55,168],"smart":[27],"phones":[28],"or":[29],"through":[30],"advanced":[31],"Web":[32],"GIS,":[33],"involves":[34],"carrying":[35],"out":[36],"specific":[37],"spatial":[38,41,94,146],"tasks.":[39],"Such":[40],"tasks":[42,95,147],"can":[43,76],"be":[44,77],"various":[46],"types,":[47],"context":[48],"also":[50],"consider":[51],"physical":[53],"environment":[54],"which":[56,85],"task":[58,158],"is":[59,116],"being":[60],"performed.":[61],"By":[62],"capturing":[63],"analyzing":[65],"users":[66],"map":[67,88,182],"interactions,":[68],"common":[69],"behavior":[70],"along":[71],"with":[72],"interests":[73],"dislikes":[75],"identified":[78],"used":[80],"as":[81,103,164,166],"a":[82,93,99,104,111,135,143,153],"basis":[83],"on":[84,110],"to":[86,98,117,138,171],"study":[87,155],"personalization":[89],"adaptation.":[91],"Completing":[92],"essentially":[96],"corresponds":[97],"mouse":[100,107,150],"trajectory":[101,161],"represented":[102],"series":[105],"cursor":[108],"positions":[109],"map.":[113],"The":[114,157],"challenge":[115],"extract":[118],"meaning":[119],"from":[120],"this":[121],"spatio-temporal":[122],"dataset.":[123],"With":[124],"synergy":[126],"exploratory":[128],"visualization":[129],"data-mining":[131],"techniques,":[132],"we":[133],"present":[134],"novel":[136],"approach":[137],"automatically":[139],"identify":[140],"validate":[142],"number":[144],"forming":[148],"complex":[149],"trajectories":[151],"within":[152],"given":[154],"area.":[156],"validation":[159],"justifies":[160],"clustering":[162],"techniques":[163],"well":[165],"assisting":[167],"attaching":[169],"semantics":[170],"visual":[173],"interpretation.":[174],"This":[175],"research":[176],"opens":[177],"further":[178],"avenues":[179],"studying":[181],"personalization.":[183]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}