{"id":"https://openalex.org/W1973871983","doi":"https://doi.org/10.1109/iri.2014.7051897","title":"Optimizing online spatial data analysis with sequential query patterns","display_name":"Optimizing online spatial data analysis with sequential query patterns","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W1973871983","doi":"https://doi.org/10.1109/iri.2014.7051897","mag":"1973871983"},"language":"en","primary_location":{"id":"doi:10.1109/iri.2014.7051897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iri.2014.7051897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014)","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/A5011977282","display_name":"Chunqiu Zeng","orcid":"https://orcid.org/0000-0003-3279-5023"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chunqiu Zeng","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University","School of Computing and Information Sciences, Florida International University,#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University,#TAB#","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011162724","display_name":"Hongtai Li","orcid":"https://orcid.org/0000-0001-5977-7920"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongtai Li","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University","School of Computing and Information Sciences, Florida International University,#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University,#TAB#","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101669228","display_name":"Huibo Wang","orcid":"https://orcid.org/0009-0003-9912-6147"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huibo Wang","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University","School of Computing and Information Sciences, Florida International University,#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University,#TAB#","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004397752","display_name":"Yudong Guang","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yudong Guang","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University","School of Computing and Information Sciences, Florida International University,#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University,#TAB#","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353285","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0002-7033-9478"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chang Liu","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University","School of Computing and Information Sciences, Florida International University,#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University,#TAB#","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455259","display_name":"Tao Li","orcid":"https://orcid.org/0000-0001-9277-1539"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Li","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University","School of Computing and Information Sciences, Florida International University,#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University,#TAB#","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101464703","display_name":"Mingjin Zhang","orcid":"https://orcid.org/0000-0002-1473-9784"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingjin Zhang","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University","School of Computing and Information Sciences, Florida International University,#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University,#TAB#","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049219173","display_name":"Shu\u2010Ching Chen","orcid":"https://orcid.org/0000-0001-9209-390X"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shu-Ching Chen","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University","School of Computing and Information Sciences, Florida International University,#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University,#TAB#","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109242911","display_name":"Naphtali Rishe","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naphtali Rishe","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University","School of Computing and Information Sciences, Florida International University,#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University,#TAB#","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5011977282"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":5.7263,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.95607217,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"253","last_page":"260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9991000294685364,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8688068389892578},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7196136116981506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6532068252563477},{"id":"https://openalex.org/keywords/spatial-query","display_name":"Spatial query","score":0.6057412028312683},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.5741193890571594},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.5662368535995483},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.5169321894645691},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.46712926030158997},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4596606492996216},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.4273696541786194},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.41223621368408203},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.41197580099105835},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.40822768211364746},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.12198373675346375}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8688068389892578},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7196136116981506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6532068252563477},{"id":"https://openalex.org/C172722865","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial query","level":5,"score":0.6057412028312683},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.5741193890571594},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.5662368535995483},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5169321894645691},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.46712926030158997},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4596606492996216},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.4273696541786194},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.41223621368408203},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.41197580099105835},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.40822768211364746},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.12198373675346375},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/iri.2014.7051897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iri.2014.7051897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.696.9914","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.696.9914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://users.cs.fiu.edu/%7Etaoli/pub/IRI14_Sequential_Query_Patterns.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.707.7475","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.707.7475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cake.fiu.edu/Publications/Zeng%2Bal-14-OO.Optimizing_online_spatial_data.IEEE.downloaded.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.723.6787","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.723.6787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://users.cis.fiu.edu/%7Eczeng001/download/paper/iri.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W284396220","https://openalex.org/W1548986531","https://openalex.org/W1608194207","https://openalex.org/W1641039719","https://openalex.org/W1990800901","https://openalex.org/W2037828101","https://openalex.org/W2057382952","https://openalex.org/W2066625239","https://openalex.org/W2118898434","https://openalex.org/W2127018826","https://openalex.org/W2147694185","https://openalex.org/W2163465797","https://openalex.org/W6610196397","https://openalex.org/W6632828760","https://openalex.org/W6682094280"],"related_works":["https://openalex.org/W2572349046","https://openalex.org/W2096359267","https://openalex.org/W2026738364","https://openalex.org/W3197639690","https://openalex.org/W2124814993","https://openalex.org/W2113390685","https://openalex.org/W2017989738","https://openalex.org/W1981131819","https://openalex.org/W8514837","https://openalex.org/W2186703450"],"abstract_inverted_index":{"The":[0,82,105],"exponential":[1],"growth":[2],"of":[3,6,49,79,127,143,173],"the":[4,38,43,54,63,70,75,91,96,111,128,133,141,160,169,174],"usage":[5],"geographic":[7,153],"information":[8,154],"services":[9,155],"leads":[10],"to":[11,32,42,61,88,100,110,131,159,167],"an":[12,59],"extensive":[13],"popularity":[14],"on":[15],"spatial":[16,39,65,116,135],"data":[17,40,66,117,195],"analysis":[18,67,118,136],"in":[19],"both":[20],"industrial":[21],"and":[22,35,46,150,171,191],"academic":[23],"communities.":[24],"However,":[25],"it":[26],"is":[27],"quite":[28],"challenging":[29],"for":[30,114],"users":[31,97],"efficiently":[33],"analyze":[34],"quickly":[36,101],"understand":[37],"due":[41],"inherently":[44],"complex":[45,115],"dynamic":[47],"nature":[48],"GIS":[50,80,189],"applications.":[51,81],"To":[52],"address":[53],"challenges,":[55],"this":[56],"paper":[57],"presents":[58],"approach":[60,124,176],"optimize":[62],"online":[64],"by":[68,177],"mining":[69,196],"sequential":[71,83,106],"query":[72,77,84,92,107],"patterns":[73,85,108],"from":[74,94],"user":[76],"logs":[78],"are":[86,98,156],"used":[87],"automatically":[89],"generate":[90],"template,":[93],"which":[95],"able":[99],"compose":[102],"new":[103],"queries.":[104],"contribute":[109],"workflow":[112,130],"construction":[113],"tasks":[119],"as":[120],"well.":[121],"Our":[122],"proposed":[123,175],"takes":[125],"advantage":[126],"generated":[129],"parallelize":[132],"independent":[134],"tasks.":[137],"As":[138],"a":[139,164],"result,":[140],"throughput":[142],"our":[144],"system":[145],"has":[146],"been":[147],"increased":[148],"greatly":[149],"more":[151],"efficient":[152],"made":[157],"available":[158],"users.":[161],"We":[162],"present":[163],"case":[165],"study":[166],"demonstrate":[168],"efficiency":[170],"effectiveness":[172],"integrating":[178],"two":[179],"software":[180],"systems":[181],"at":[182],"Florida":[183],"International":[184],"University":[185],"(FIU):":[186],"TerraFly":[187],"(an":[188],"application)":[190],"FIU-Miner":[192],"(a":[193],"distributed":[194],"framework).":[197]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}