{"id":"https://openalex.org/W2973813682","doi":"https://doi.org/10.1109/access.2019.2941760","title":"An Efficient Top-$K$ Spatial Keyword Typicality and Semantic Query","display_name":"An Efficient Top-$K$ Spatial Keyword Typicality and Semantic Query","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2973813682","doi":"https://doi.org/10.1109/access.2019.2941760","mag":"2973813682"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2941760","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2941760","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08839783.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08839783.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100352089","display_name":"Xiaoyan Zhang","orcid":"https://orcid.org/0000-0003-2339-5423"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101630444","display_name":"Xiangfu Meng","orcid":"https://orcid.org/0000-0001-7879-2368"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangfu Meng","raw_affiliation_strings":["School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China"],"raw_orcid":"https://orcid.org/0000-0001-7879-2368","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100295568","display_name":"Jinguang Sun","orcid":"https://orcid.org/0000-0001-5936-6697"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinguang Sun","raw_affiliation_strings":["School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021904071","display_name":"Quangui Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quangui Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100620216","display_name":"Li Pan","orcid":"https://orcid.org/0000-0002-0424-9845"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pan Li","raw_affiliation_strings":["School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China","institution_ids":["https://openalex.org/I176808543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I176808543"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.09818005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"138122","last_page":"138135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.996399998664856,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9796000123023987,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8319388628005981},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.6632639169692993},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6605017781257629},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5381373763084412},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5279478430747986},{"id":"https://openalex.org/keywords/spatial-query","display_name":"Spatial query","score":0.5247131586074829},{"id":"https://openalex.org/keywords/semantic-query","display_name":"Semantic query","score":0.4818602502346039},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.41671067476272583},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.39486435055732727},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3793281316757202},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.34600698947906494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3165408968925476},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.14338892698287964},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11842122673988342},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.093382328748703}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8319388628005981},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6632639169692993},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6605017781257629},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5381373763084412},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5279478430747986},{"id":"https://openalex.org/C172722865","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial query","level":5,"score":0.5247131586074829},{"id":"https://openalex.org/C2778816267","wikidata":"https://www.wikidata.org/wiki/Q21015578","display_name":"Semantic query","level":4,"score":0.4818602502346039},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.41671067476272583},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.39486435055732727},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3793281316757202},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.34600698947906494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3165408968925476},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.14338892698287964},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11842122673988342},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.093382328748703},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2941760","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2941760","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08839783.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9bdfe46106f84186bb533176ccdbfe0a","is_oa":true,"landing_page_url":"https://doaj.org/article/9bdfe46106f84186bb533176ccdbfe0a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 138122-138135 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2941760","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2941760","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08839783.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3394861672","display_name":null,"funder_award_id":"20170540418","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G5503396046","display_name":"\u4e2a\u6027\u5316\u4e0e\u5178\u578b\u5316\u7a7a\u95f4\u5173\u952e\u5b57\u67e5\u8be2\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61772249","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323086","display_name":"Natural Science Foundation of Liaoning Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973813682.pdf","grobid_xml":"https://content.openalex.org/works/W2973813682.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1852700332","https://openalex.org/W1872023060","https://openalex.org/W1877467562","https://openalex.org/W1971005684","https://openalex.org/W1992278628","https://openalex.org/W2004192095","https://openalex.org/W2006307108","https://openalex.org/W2071712180","https://openalex.org/W2112129327","https://openalex.org/W2126571825","https://openalex.org/W2137828693","https://openalex.org/W2140048308","https://openalex.org/W2151345349","https://openalex.org/W2153579005","https://openalex.org/W2157044362","https://openalex.org/W2165735734","https://openalex.org/W2276629428","https://openalex.org/W2301494863","https://openalex.org/W2343086240","https://openalex.org/W2440199141","https://openalex.org/W2613177172","https://openalex.org/W2666600683","https://openalex.org/W2744762300","https://openalex.org/W2764072290","https://openalex.org/W2775487533","https://openalex.org/W2788051057","https://openalex.org/W2798746280","https://openalex.org/W2800973392","https://openalex.org/W2804311930","https://openalex.org/W2884503196","https://openalex.org/W2942043911","https://openalex.org/W2944122212","https://openalex.org/W2950577311","https://openalex.org/W2952070674","https://openalex.org/W2963211364","https://openalex.org/W4294170691","https://openalex.org/W6636510571","https://openalex.org/W6682691769"],"related_works":["https://openalex.org/W1533255077","https://openalex.org/W227397245","https://openalex.org/W2584018254","https://openalex.org/W2148237846","https://openalex.org/W2200784651","https://openalex.org/W2006271460","https://openalex.org/W2083222330","https://openalex.org/W1561614275","https://openalex.org/W1760324756","https://openalex.org/W2044231962"],"abstract_inverted_index":{"Existing":[0],"spatial":[1,9,15,18,57,96,120,196,207,275],"keyword":[2,19,58,127,197],"query":[3,50,198,214],"processing":[4,83,202],"models":[5],"mainly":[6],"consider":[7],"the":[8,24,34,39,75,86,92,101,112,119,126,134,140,155,159,165,178,191,200,206,213,228,250,268],"proximity":[10,208],"and":[11,17,45,60,70,104,133,157,209,215,219,234,243,271,283],"text":[12],"relevancy":[13,107,211,273],"between":[14,95,108,115,212,274],"objects":[16,27,73,97,153,163,176,276],"query,":[20],"which":[21,64],"usually":[22],"makes":[23],"top-k":[25,40,56,68,241,285],"answer":[26],"are":[28,43,180],"similar":[29],"to":[30,37,48,74,118,148,171,186,190,239],"each":[31,172,216],"other.":[32],"However,":[33],"user":[35,258],"hopes":[36],"obtain":[38],"results":[41],"that":[42],"typical":[44,69,242],"semantically":[46,71,244],"related":[47,72,245],"his/her":[49],"intention.":[51],"This":[52],"paper":[53],"proposes":[54],"a":[55,150,195,221,256],"typicality":[59,281],"sematic":[61],"querying":[62,237],"approach":[63,79],"can":[65,167,231,266],"expeditiously":[66],"provide":[67],"given":[76],"query.":[77],"The":[78,175,278],"consists":[80],"of":[81,161,224,255,280],"two":[82,124],"steps.":[84],"During":[85],"offline":[87,229],"step,":[88],"we":[89,122],"first":[90,204],"analyze":[91],"location-semantic":[93,188,262],"relationships":[94,189],"by":[98,248],"considering":[99],"both":[100],"location":[102,269],"similarity":[103,114,131,137,270],"document":[105,130,136],"semantic":[106,113,210,272],"them.":[109],"For":[110],"measuring":[111,264],"documents":[116],"associated":[117],"objects,":[121],"propose":[123],"methods,":[125],"coupling":[128],"relationship-based":[129],"measure":[132],"Word2Vec-CNN-based":[135],"measure.":[138],"Then,":[139],"Gaussian":[141],"probabilistic":[142],"density-based":[143],"estimation":[144],"method":[145,265],"is":[146,288],"leveraged":[147],"find":[149],"few":[151],"representative":[152,173,192,217],"from":[154],"dataset":[156,166],"then":[158,220],"order/permutation":[160],"remaining":[162],"in":[164,177,182,227],"be":[168,232],"generated":[169,226],"corresponding":[170],"object.":[174,193],"permutation":[179],"ranked":[181],"descending":[183],"order":[184],"according":[185],"their":[187],"When":[194],"coming,":[199],"online":[201],"step":[203,230],"computes":[205],"object,":[218],"small":[222],"number":[223],"orders":[225],"selected":[233],"used":[235],"at":[236],"time":[238],"facilitate":[240],"object":[246],"selection":[247,286],"using":[249],"threshold":[251],"algorithm":[252,287],"(TA).":[253],"Results":[254],"preliminary":[257],"study":[259],"demonstrate":[260],"our":[261],"relationship":[263],"capture":[267],"accurately.":[277],"efficiency":[279],"analysis":[282],"TA-based":[284],"also":[289],"demonstrated.":[290]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
