{"id":"https://openalex.org/W2743135748","doi":"https://doi.org/10.1007/s41019-017-0044-2","title":"Using GUHA Data Mining Method in Analyzing Road Traffic Accidents Occurred in the Years 2004\u20132008 in Finland","display_name":"Using GUHA Data Mining Method in Analyzing Road Traffic Accidents Occurred in the Years 2004\u20132008 in Finland","publication_year":2017,"publication_date":"2017-08-12","ids":{"openalex":"https://openalex.org/W2743135748","doi":"https://doi.org/10.1007/s41019-017-0044-2","mag":"2743135748"},"language":"en","primary_location":{"id":"doi:10.1007/s41019-017-0044-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41019-017-0044-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41019-017-0044-2.pdf","source":{"id":"https://openalex.org/S2486411021","display_name":"Data Science and Engineering","issn_l":"2364-1185","issn":["2364-1185","2364-1541"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s41019-017-0044-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017626207","display_name":"Erja Turunen","orcid":"https://orcid.org/0000-0002-1194-6497"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Esko Turunen","raw_affiliation_strings":["Tampere University of Technology, Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0002-1194-6497","affiliations":[{"raw_affiliation_string":"Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5017626207"],"corresponding_institution_ids":["https://openalex.org/I4210133110"],"apc_list":{"value":1290,"currency":"USD","value_usd":1290},"apc_paid":{"value":1290,"currency":"USD","value_usd":1290},"fwci":1.2012,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.79508636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2","issue":"3","first_page":"224","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9010000228881836,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9010000228881836,"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":0.7768420577049255},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5632057785987854},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5004591941833496},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4478496015071869},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10073977708816528}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7768420577049255},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5632057785987854},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5004591941833496},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4478496015071869},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10073977708816528},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s41019-017-0044-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41019-017-0044-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41019-017-0044-2.pdf","source":{"id":"https://openalex.org/S2486411021","display_name":"Data Science and Engineering","issn_l":"2364-1185","issn":["2364-1185","2364-1541"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:982b3a59074e491988062aeb9fddfdbe","is_oa":true,"landing_page_url":"https://doaj.org/article/982b3a59074e491988062aeb9fddfdbe","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":"Data Science and Engineering, Vol 2, Iss 3, Pp 224-231 (2017)","raw_type":"article"},{"id":"pmh:oai:trepo.tuni.fi:10024/214037","is_oa":true,"landing_page_url":"https://trepo.tuni.fi/handle/10024/214037","pdf_url":null,"source":{"id":"https://openalex.org/S4306401860","display_name":"Tampere University Institutional Repository (Tampere University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I150589677","host_organization_name":"Tampere University of Applied Sciences","host_organization_lineage":["https://openalex.org/I150589677"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s41019-017-0044-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41019-017-0044-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41019-017-0044-2.pdf","source":{"id":"https://openalex.org/S2486411021","display_name":"Data Science and Engineering","issn_l":"2364-1185","issn":["2364-1185","2364-1541"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2743135748.pdf","grobid_xml":"https://content.openalex.org/works/W2743135748.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2087405753","https://openalex.org/W2251947070","https://openalex.org/W2396778273","https://openalex.org/W2613161123","https://openalex.org/W2747485148"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"The":[0,48],"suitability":[1],"of":[2,46,51,84],"the":[3,58,76,93],"GUHA":[4,52,77,94],"data":[5,12,25,61,116],"mining":[6],"method":[7,95],"in":[8,16,19,22,35,37,75,98,112],"analyzing":[9],"a":[10,24,43,65,113],"big":[11],"matrix":[13,26],"is":[14,39,62,91,96],"studied":[15],"this":[17],"report":[18],"general,":[20],"and,":[21],"particular,":[23],"containing":[27],"more":[28,67],"than":[29,68],"80,000":[30],"road":[31,59],"traffic":[32],"accidents":[33],"occurred":[34],"Finland":[36],"2004\u20132008":[38],"examined":[40],"by":[41],"LISp-Miner,":[42],"software":[44],"implementation":[45],"GUHA.":[47],"general":[49],"principles":[50],"are":[53,86],"first":[54],"outlined,":[55],"and":[56,71],"then,":[57],"accident":[60],"analyzed.":[63],"As":[64],"result,":[66],"10,000":[69],"associations":[70],"dependencies,":[72],"called":[73],"hypothesis":[74],"language,":[78],"were":[79],"found;":[80],"some":[81],"easily":[82],"understandable":[83],"them":[85],"presented":[87],"here.":[88],"Our":[89],"conclusion":[90],"that":[92],"useful,":[97],"particular":[99],"when":[100],"one":[101],"wants":[102],"to":[103],"explore":[104],"relatively":[105],"small":[106],"size,":[107],"but":[108],"still":[109],"significant":[110],"dependencies":[111],"given":[114],"large":[115],"matrix.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}