{"id":"https://openalex.org/W2071050462","doi":"https://doi.org/10.1109/icsdm.2011.5968999","title":"A framework for spatial feature selection and scoping and its application to geo-targeting","display_name":"A framework for spatial feature selection and scoping and its application to geo-targeting","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2071050462","doi":"https://doi.org/10.1109/icsdm.2011.5968999","mag":"2071050462"},"language":"en","primary_location":{"id":"doi:10.1109/icsdm.2011.5968999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsdm.2011.5968999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services","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/A5112712344","display_name":"Ruth H. Miller","orcid":null},"institutions":[{"id":"https://openalex.org/I71792333","display_name":"University of Detroit Mercy","ror":"https://ror.org/0037qsh65","country_code":"US","type":"education","lineage":["https://openalex.org/I71792333"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ruth Miller","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Detroit Mercy, Detroit, MI, USA","Department of Mathematics and Computer Science, University of Detroit Mercy, 4001 W. McNichols Road, Detroit, MI 48221 USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Detroit Mercy, Detroit, MI, USA","institution_ids":["https://openalex.org/I71792333"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Detroit Mercy, 4001 W. McNichols Road, Detroit, MI 48221 USA","institution_ids":["https://openalex.org/I71792333"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046284966","display_name":"ChunSheng Chen -","orcid":null},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ChunSheng Chen","raw_affiliation_strings":["Department of Computer Science, University of Houston, Houston, TX, USA","Department of Computer Science, University of Houston, 4800 Calhoun Rd, Houston, TX\u00a077004, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of Computer Science, University of Houston, 4800 Calhoun Rd, Houston, TX\u00a077004, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056584154","display_name":"Christoph F. Eick","orcid":"https://orcid.org/0000-0002-6798-103X"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christoph F. Eick","raw_affiliation_strings":["Department of Computer Science, University of Houston, Houston, TX, USA","Department of Computer Science, University of Houston, 4800 Calhoun Rd, Houston, TX\u00a077004, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of Computer Science, University of Houston, 4800 Calhoun Rd, Houston, TX\u00a077004, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025092213","display_name":"Abraham Bagherjeiran","orcid":"https://orcid.org/0000-0001-5901-3269"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abraham Bagherjeiran","raw_affiliation_strings":["ThinkersRUS, Sunnyvale, CA, USA","ThinkersRUS Sunnyvale, CA USA"],"affiliations":[{"raw_affiliation_string":"ThinkersRUS, Sunnyvale, CA, USA","institution_ids":[]},{"raw_affiliation_string":"ThinkersRUS Sunnyvale, CA USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112712344"],"corresponding_institution_ids":["https://openalex.org/I71792333"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.13408254,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"27","issue":null,"first_page":"26","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9848999977111816,"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/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7575917840003967},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6463261246681213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6182342767715454},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5742054581642151},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5605263710021973},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5043169260025024},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.410094678401947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28971660137176514},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13160455226898193}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7575917840003967},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6463261246681213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6182342767715454},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5742054581642151},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5605263710021973},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5043169260025024},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.410094678401947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28971660137176514},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13160455226898193},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":2,"locations":[{"id":"doi:10.1109/icsdm.2011.5968999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsdm.2011.5968999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.413.9478","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.413.9478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www2.cs.uh.edu/~ceick/kdd/MCEB11.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W76928844","https://openalex.org/W163276520","https://openalex.org/W1515526911","https://openalex.org/W1547690326","https://openalex.org/W1823516953","https://openalex.org/W1967137980","https://openalex.org/W1975438152","https://openalex.org/W1991370590","https://openalex.org/W2027440536","https://openalex.org/W2054553473","https://openalex.org/W2081453860","https://openalex.org/W2102831150","https://openalex.org/W2106080381","https://openalex.org/W2111373704","https://openalex.org/W2136171062","https://openalex.org/W2161863664","https://openalex.org/W2998216295","https://openalex.org/W4285719527","https://openalex.org/W6606733822","https://openalex.org/W6660377413","https://openalex.org/W6680178916","https://openalex.org/W6683774939","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Predicting":[0],"if":[1],"a":[2,7,56,74,124,147,157],"particular":[3,8],"user":[4],"clicks":[5,27],"on":[6,40],"ad":[9,20,159],"is":[10],"of":[11,26,55,150],"critical":[12],"importance":[13],"for":[14,66,77,93,105,138,185],"internet":[15],"advertising.":[16,68],"Associations":[17],"between":[18],"Internet":[19],"performance":[21,58,184],"data,":[22],"such":[23,82,87],"as":[24],"number":[25,149],"or":[28],"Click":[29],"Through":[30],"Rate,":[31],"CTR,":[32],"and":[33,84,119,123,133,167],"demographic":[34,161],"data":[35,152,155,162,170],"may":[36],"be":[37,91],"very":[38],"weak":[39],"the":[41,47,97,110,139,164],"global":[42],"level,":[43],"but":[44],"strong":[45,53],"at":[46],"regional":[48],"level.":[49],"Identifying":[50],"regions":[51,83],"with":[52,60,96],"associations":[54],"continuous":[57],"attribute":[59],"geo-features":[61,132,180],"can":[62,90,181],"create":[63],"valuable":[64],"knowledge":[65],"geo-targeted":[67],"In":[69],"this":[70],"paper,":[71],"we":[72],"present":[73,109],"novel":[75],"framework":[76,145],"interestingness":[78,88,121],"scoping":[79],"to":[80,99,146],"identify":[81],"discuss":[85],"how":[86],"hotspots":[89],"used":[92],"geo-feature":[94,125],"evaluation":[95],"goal":[98],"develop":[100],"more":[101],"accurate":[102],"prediction":[103],"models":[104],"advertisers.":[106],"We":[107,142],"also":[108],"ZIPS":[111,140],"algorithm":[112,127],"that":[113,178],"takes":[114],"initial":[115,135],"seed":[116,136],"zip":[117],"codes":[118],"discovers":[120],"hotspots/coldspots,":[122],"preselection":[126],"which":[128],"automatically":[129],"finds":[130],"promising":[131],"identifies":[134],"zipcodes":[137],"algorithm.":[141],"applied":[143],"our":[144],"large":[148],"geo-spatial":[151],"sets,":[153],"combining":[154],"from":[156,163,171],"major":[158],"network,":[160],"2000":[165],"Census,":[166],"binary":[168],"feature":[169],"other":[172],"sources.":[173],"Our":[174],"experimental":[175],"results":[176],"demonstrate":[177],"creating":[179],"double":[182],"CTR":[183],"an":[186],"Ad.":[187]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
