{"id":"https://openalex.org/W2973920342","doi":"https://doi.org/10.2478/ijcss-2019-0010","title":"Data Mining in Elite Beach Volleyball \u2013 Detecting Tactical Patterns Using Market Basket Analysis","display_name":"Data Mining in Elite Beach Volleyball \u2013 Detecting Tactical Patterns Using Market Basket Analysis","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2973920342","doi":"https://doi.org/10.2478/ijcss-2019-0010","mag":"2973920342"},"language":"en","primary_location":{"id":"doi:10.2478/ijcss-2019-0010","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ijcss-2019-0010","pdf_url":"https://www.sciendo.com/pdf/10.2478/ijcss-2019-0010","source":{"id":"https://openalex.org/S4210193852","display_name":"International Journal of Computer Science in Sport","issn_l":"1684-4769","issn":["1684-4769"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Science in Sport","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.sciendo.com/pdf/10.2478/ijcss-2019-0010","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014764642","display_name":"Sebastian Wenninger","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sebastian Wenninger","raw_affiliation_strings":["Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032352317","display_name":"Daniel Link","orcid":"https://orcid.org/0000-0003-3606-2986"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Link","raw_affiliation_strings":["Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015196087","display_name":"Martin Lames","orcid":"https://orcid.org/0000-0002-0249-2884"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Lames","raw_affiliation_strings":["Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014764642"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":210,"currency":"EUR","value_usd":226},"apc_paid":{"value":210,"currency":"EUR","value_usd":226},"fwci":1.6976,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89179477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"18","issue":"2","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9980999827384949,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9739000201225281,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7519325017929077},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.687320351600647},{"id":"https://openalex.org/keywords/sequential-pattern-mining","display_name":"Sequential Pattern Mining","score":0.6607074737548828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6342210173606873},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6028957366943359},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49489110708236694},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2651655673980713}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7519325017929077},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.687320351600647},{"id":"https://openalex.org/C149490388","wikidata":"https://www.wikidata.org/wiki/Q1718507","display_name":"Sequential Pattern Mining","level":2,"score":0.6607074737548828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6342210173606873},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6028957366943359},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49489110708236694},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2651655673980713}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.2478/ijcss-2019-0010","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ijcss-2019-0010","pdf_url":"https://www.sciendo.com/pdf/10.2478/ijcss-2019-0010","source":{"id":"https://openalex.org/S4210193852","display_name":"International Journal of Computer Science in Sport","issn_l":"1684-4769","issn":["1684-4769"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Science in Sport","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a0ccf2ad8bc84eb08f24a96583a23e9f","is_oa":true,"landing_page_url":"https://doaj.org/article/a0ccf2ad8bc84eb08f24a96583a23e9f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computer Science in Sport, Vol 18, Iss 2, Pp 1-19 (2019)","raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1519673","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1519673","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1545860","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1545860","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2478/ijcss-2019-0010","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ijcss-2019-0010","pdf_url":"https://www.sciendo.com/pdf/10.2478/ijcss-2019-0010","source":{"id":"https://openalex.org/S4210193852","display_name":"International Journal of Computer Science in Sport","issn_l":"1684-4769","issn":["1684-4769"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Science in Sport","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324322","display_name":"Bundesinstitut f\u00fcr Sportwissenschaft","ror":"https://ror.org/00ya5c561"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973920342.pdf","grobid_xml":"https://content.openalex.org/works/W2973920342.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W25662080","https://openalex.org/W63131150","https://openalex.org/W98442767","https://openalex.org/W170728857","https://openalex.org/W1491972017","https://openalex.org/W1506285740","https://openalex.org/W1534184428","https://openalex.org/W1641749581","https://openalex.org/W1973036367","https://openalex.org/W1980073965","https://openalex.org/W1987971958","https://openalex.org/W1990852058","https://openalex.org/W1992661195","https://openalex.org/W2025077020","https://openalex.org/W2046131929","https://openalex.org/W2054234488","https://openalex.org/W2059096325","https://openalex.org/W2065643612","https://openalex.org/W2079491897","https://openalex.org/W2101234009","https://openalex.org/W2107005225","https://openalex.org/W2125352627","https://openalex.org/W2127084909","https://openalex.org/W2143203178","https://openalex.org/W2146606092","https://openalex.org/W2161213001","https://openalex.org/W2163598528","https://openalex.org/W2239835736","https://openalex.org/W2312436348","https://openalex.org/W2321127791","https://openalex.org/W2342204193","https://openalex.org/W2391381272","https://openalex.org/W2397516925","https://openalex.org/W2410451195","https://openalex.org/W2467700098","https://openalex.org/W2507635762","https://openalex.org/W2617248262","https://openalex.org/W2637715856","https://openalex.org/W2724859488","https://openalex.org/W2770676895","https://openalex.org/W2794318222","https://openalex.org/W4300782170","https://openalex.org/W6675354045","https://openalex.org/W6684327724"],"related_works":["https://openalex.org/W2367573304","https://openalex.org/W2537030075","https://openalex.org/W2006971496","https://openalex.org/W4310720718","https://openalex.org/W2369717039","https://openalex.org/W2384676159","https://openalex.org/W2065998343","https://openalex.org/W2982449560","https://openalex.org/W2110683262","https://openalex.org/W2375024673"],"abstract_inverted_index":{"Abstract":[0],"Sports":[1],"coaches":[2],"today":[3],"have":[4,24],"access":[5],"to":[6,29,61,86,151],"a":[7,46,52,66,98,133,148],"growing":[8],"amount":[9],"of":[10,16,35,39,54,68,100,106,111,132],"information":[11,64],"that":[12,138],"describes":[13],"the":[14,32,82,103,107,120,129],"performance":[15,158],"their":[17],"players.":[18,108],"Methods":[19],"such":[20],"as":[21,97],"data":[22,48,122],"mining":[23,49,58,141],"become":[25],"increasingly":[26],"useful":[27,63,149],"tools":[28],"deal":[30],"with":[31,144],"analytical":[33],"demands":[34],"these":[36],"high":[37,72],"volumes":[38],"data.":[40,159],"In":[41],"this":[42],"paper,":[43],"we":[44],"present":[45],"sports":[47],"approach":[50,113],"using":[51],"combination":[53],"sequential":[55,130,139],"association":[56],"rule":[57,140],"and":[59,91,126],"clustering":[60,145],"extract":[62],"from":[65,84],"database":[67],"more":[69],"than":[70],"400":[71],"level":[73],"beach":[74,156],"volleyball":[75,157],"games":[76],"gathered":[77],"at":[78],"FIVB":[79],"events":[80],"in":[81,142,155],"years":[83],"2013":[85],"2016":[87],"for":[88,123],"both":[89,124],"men":[90],"women.":[92],"We":[93],"regard":[94],"each":[95],"rally":[96],"sequence":[99],"transactions":[101],"including":[102],"tactical":[104],"behaviours":[105],"Use":[109],"cases":[110],"our":[112],"are":[114],"shown":[115],"by":[116,127],"its":[117],"application":[118],"on":[119],"aggregated":[121],"genders":[125],"analyzing":[128],"patterns":[131,154],"single":[134],"player.":[135],"Results":[136],"indicate":[137],"conjunction":[143],"can":[146],"be":[147],"tool":[150],"reveal":[152],"interesting":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-16T23:07:24.559242","created_date":"2025-10-10T00:00:00"}