{"id":"https://openalex.org/W4393217823","doi":"https://doi.org/10.1109/camad59638.2023.10478398","title":"Efficient Generation of Approximate Region-based Geo-maps from Big Geotagged Data","display_name":"Efficient Generation of Approximate Region-based Geo-maps from Big Geotagged Data","publication_year":2023,"publication_date":"2023-11-06","ids":{"openalex":"https://openalex.org/W4393217823","doi":"https://doi.org/10.1109/camad59638.2023.10478398"},"language":"en","primary_location":{"id":"doi:10.1109/camad59638.2023.10478398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad59638.2023.10478398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5021583910","display_name":"Isam Mashhour Al Jawarneh","orcid":"https://orcid.org/0000-0002-4796-2181"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Isam Mashhour Al Jawarneh","raw_affiliation_strings":["University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates,P. O. Box 27272"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates,P. O. Box 27272","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023254073","display_name":"Luca Foschini","orcid":null},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Foschini","raw_affiliation_strings":["University of Bologna, Viale Risorgimento 2,Dipartimento di Informatica – Scienza e Ingegneria,Bologna,Italy,40136"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna, Viale Risorgimento 2,Dipartimento di Informatica – Scienza e Ingegneria,Bologna,Italy,40136","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020963845","display_name":"Antonio Corradi","orcid":"https://orcid.org/0000-0002-5107-1023"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Corradi","raw_affiliation_strings":["University of Bologna, Viale Risorgimento 2,Dipartimento di Informatica – Scienza e Ingegneria,Bologna,Italy,40136"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna, Viale Risorgimento 2,Dipartimento di Informatica – Scienza e Ingegneria,Bologna,Italy,40136","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9681000113487244,"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"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9681000113487244,"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/T12698","display_name":"3D Modeling in Geospatial Applications","score":0.917900025844574,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6614621877670288},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6342294216156006},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27709612250328064}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6614621877670288},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6342294216156006},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27709612250328064}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/camad59638.2023.10478398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad59638.2023.10478398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1927636871","https://openalex.org/W1994166982","https://openalex.org/W1996248625","https://openalex.org/W2462625002","https://openalex.org/W2503210624","https://openalex.org/W2508837977","https://openalex.org/W2619308276","https://openalex.org/W2783195934","https://openalex.org/W2790891014","https://openalex.org/W2912129787","https://openalex.org/W2944898646","https://openalex.org/W2949571021","https://openalex.org/W3008735605","https://openalex.org/W3031982504","https://openalex.org/W3045623656","https://openalex.org/W3090549995","https://openalex.org/W3097473266","https://openalex.org/W3123432870","https://openalex.org/W3169776611","https://openalex.org/W4200015544","https://openalex.org/W4385658025","https://openalex.org/W4387263407"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417"],"abstract_inverted_index":{"smart":[0,138],"city":[1,139],"applications":[2],"scenarios,":[3],"such":[4,15,156],"as":[5,16,68,157],"traffic":[6],"monitoring,":[7],"require":[8],"regularly":[9],"generating":[10,90,110],"region-based":[11,92,112],"geographical":[12],"maps":[13,113],"(geo-maps)":[14],"choropleth,":[17],"to":[18,28,50],"uncover":[19],"statistical":[20],"patterns":[21],"in":[22,41,55,74,148],"the":[23,52],"data,":[24],"therefore":[25],"helping":[26],"municipalities":[27],"achieve":[29,51],"better":[30],"urban":[31],"planning.":[32],"However,":[33],"with":[34],"tremendous":[35],"avalanches":[36],"of":[37,76,150],"big":[38,97],"data":[39,77,99,117],"arriving":[40,96,116],"fast":[42,95,115],"streams,":[43],"it":[44],"is":[45,106,146],"becoming":[46],"cumbersome":[47],"and":[48,71,132,152,160],"inefficient":[49],"visualization":[53],"task":[54],"a":[56,86,107,120,129],"timely":[57],"manner.":[58],"Having":[59],"said":[60],"that,":[61],"spatial":[62,123],"approximate":[63,111,161],"query":[64],"processing":[65],"presents":[66],"itself":[67],"an":[69],"indispensable":[70],"reliable":[72],"solution":[73],"cases":[75],"overloading.":[78],"In":[79],"this":[80],"paper,":[81],"we":[82],"focus":[83],"on":[84,119,136],"presenting":[85],"novel":[87,121],"system":[88,108],"for":[89,109],"efficiently":[91],"geo-maps":[93],"from":[94,114],"georeferenced":[98],"streams.":[100],"We":[101,126],"specifically":[102],"present":[103],"ApproxGeoViz.":[104],"It":[105],"relying":[118],"stratified-like":[122],"sampling":[124],"method.":[125],"have":[127],"built":[128],"standard-compliant":[130],"prototype":[131],"tested":[133],"its":[134],"performance":[135],"real":[137],"data.":[140],"Our":[141],"results":[142],"show":[143],"that":[144],"ApproxGeoViz":[145],"efficient":[147],"terms":[149],"time-based":[151],"accuracy-based":[153],"QoS":[154],"constraints":[155],"running":[158],"time":[159],"map":[162],"accuracy.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}