{"id":"https://openalex.org/W4392126475","doi":"https://doi.org/10.2478/ijcss-2024-0001","title":"The Use of Momentum-Inspired Features in Pre-Game Prediction Models for the Sport of Ice Hockey","display_name":"The Use of Momentum-Inspired Features in Pre-Game Prediction Models for the Sport of Ice Hockey","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4392126475","doi":"https://doi.org/10.2478/ijcss-2024-0001"},"language":"en","primary_location":{"id":"doi:10.2478/ijcss-2024-0001","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ijcss-2024-0001","pdf_url":"https://sciendo.com/pdf/10.2478/ijcss-2024-0001","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://sciendo.com/pdf/10.2478/ijcss-2024-0001","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081487623","display_name":"Jordan Truman Paul Noel","orcid":"https://orcid.org/0009-0007-8802-0354"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jordan T.P. Noel","raw_affiliation_strings":["Department of Computer Science , Memorial University of Newfoundland and Labrador , St. John\u2019s , Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Memorial University of Newfoundland and Labrador , St. John\u2019s , Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033287150","display_name":"Vinicius Prado da Fonseca","orcid":"https://orcid.org/0000-0001-5705-3056"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vinicius Prado da Fonseca","raw_affiliation_strings":["Department of Computer Science , Memorial University of Newfoundland and Labrador , St. John\u2019s , Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Memorial University of Newfoundland and Labrador , St. John\u2019s , Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040197161","display_name":"Am\u00edlcar Soares","orcid":"https://orcid.org/0000-0001-5957-3805"},"institutions":[{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Amilcar Soares","raw_affiliation_strings":["Department of Computer Science and Media Technology , Linnaeus University , V\u00e4xj\u00f6 , Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Media Technology , Linnaeus University , V\u00e4xj\u00f6 , Sweden","institution_ids":["https://openalex.org/I223464139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081487623"],"corresponding_institution_ids":["https://openalex.org/I130438778"],"apc_list":{"value":210,"currency":"EUR","value_usd":226},"apc_paid":{"value":210,"currency":"EUR","value_usd":226},"fwci":3.5359,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93269068,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"23","issue":"1","first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9998999834060669,"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":0.9998999834060669,"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/T10942","display_name":"Sports, Gender, and Society","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/T11880","display_name":"Forest ecology and management","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/momentum","display_name":"Momentum (technical analysis)","score":0.6543973088264465},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.6523374319076538},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.5643786787986755},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5192870497703552},{"id":"https://openalex.org/keywords/basketball","display_name":"Basketball","score":0.46605831384658813},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45554888248443604},{"id":"https://openalex.org/keywords/ice-hockey","display_name":"Ice hockey","score":0.4478309750556946},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41203540563583374},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.38791972398757935},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3645711839199066},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3261266052722931},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27939513325691223},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2501639127731323},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23926272988319397},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.17888081073760986},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.1308174729347229},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10720130801200867},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.10271674394607544}],"concepts":[{"id":"https://openalex.org/C60718061","wikidata":"https://www.wikidata.org/wiki/Q1414747","display_name":"Momentum (technical analysis)","level":2,"score":0.6543973088264465},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.6523374319076538},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.5643786787986755},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5192870497703552},{"id":"https://openalex.org/C103189561","wikidata":"https://www.wikidata.org/wiki/Q5372","display_name":"Basketball","level":2,"score":0.46605831384658813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45554888248443604},{"id":"https://openalex.org/C2993743986","wikidata":"https://www.wikidata.org/wiki/Q41466","display_name":"Ice hockey","level":2,"score":0.4478309750556946},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41203540563583374},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38791972398757935},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3645711839199066},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3261266052722931},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27939513325691223},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2501639127731323},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23926272988319397},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17888081073760986},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.1308174729347229},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10720130801200867},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.10271674394607544},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2478/ijcss-2024-0001","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ijcss-2024-0001","pdf_url":"https://sciendo.com/pdf/10.2478/ijcss-2024-0001","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:DiVA.org:lnu-128068","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-128068","pdf_url":"https://lnu.diva-portal.org/smash/get/diva2:1841734/FULLTEXT01","source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:e938f86ce04a461e83dfae8ad51b5c5c","is_oa":true,"landing_page_url":"https://doaj.org/article/e938f86ce04a461e83dfae8ad51b5c5c","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computer Science in Sport, Vol 23, Iss 1, Pp 1-21 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2478/ijcss-2024-0001","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ijcss-2024-0001","pdf_url":"https://sciendo.com/pdf/10.2478/ijcss-2024-0001","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392126475.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W9417692","https://openalex.org/W1914326414","https://openalex.org/W1930624869","https://openalex.org/W2011301426","https://openalex.org/W2076011229","https://openalex.org/W2109047492","https://openalex.org/W2162439408","https://openalex.org/W2768000518","https://openalex.org/W2898820771","https://openalex.org/W2903723781","https://openalex.org/W2914570330","https://openalex.org/W2916828210","https://openalex.org/W2939010795","https://openalex.org/W2963452116","https://openalex.org/W3008003211","https://openalex.org/W3021117665","https://openalex.org/W3121656859","https://openalex.org/W3163021788","https://openalex.org/W4239510810","https://openalex.org/W4252684946","https://openalex.org/W6823467933"],"related_works":["https://openalex.org/W2369330680","https://openalex.org/W2387007275","https://openalex.org/W2389047293","https://openalex.org/W2348951541","https://openalex.org/W2363923555","https://openalex.org/W2379277877","https://openalex.org/W2359223739","https://openalex.org/W2377467184","https://openalex.org/W2375049945","https://openalex.org/W2356570223"],"abstract_inverted_index":{"Abstract":[0],"We":[1,21,76],"make":[2],"a":[3,11,50,54,59,69,100,118,140,179],"unique":[4],"contribution":[5],"to":[6,13,25,42,64,113,174],"momentum":[7,15,48,138,187],"research":[8],"by":[9,158],"proposing":[10],"way":[12,41],"quantify":[14,47],"with":[16,79],"performance":[17],"indicators":[18],"(i.e.,":[19],"features).":[20],"argue":[22],"that":[23,78,137,165],"due":[24],"measurable":[26],"randomness":[27],"in":[28,99,143],"the":[29,39,66,80,122,144,152,183],"NHL,":[30],"sequential":[31],"outcomes\u2019":[32],"dependence":[33],"or":[34,192],"independence":[35],"may":[36,147],"not":[37],"be":[38],"best":[40],"approach":[43],"momentum.":[44],"Instead,":[45],"we":[46,163],"using":[49],"small":[51],"sample":[52],"of":[53,62,68,82,124,132,154,186],"team\u2019s":[55,70,108],"recent":[56,111],"games":[57,112,155],"and":[58,84,146,172],"linear":[60],"line":[61],"best-fit":[63],"determine":[65],"trend":[67],"performances":[71],"before":[72],"an":[73],"upcoming":[74],"game.":[75],"show":[77],"use":[81,123],"SVM":[83],"logistic":[85],"regression":[86],"these":[87,133],"momentum-":[88],"based":[89],"features":[90,98,135,169,176],"have":[91,148],"more":[92,149],"predictive":[93,130],"power":[94,131],"than":[95,156],"traditional":[96],"frequency-based":[97,175],"pre-game":[101],"prediction":[102],"model":[103],"which":[104],"only":[105],"uses":[106],"each":[107],"three":[109],"most":[110],"assess":[114],"team":[115],"quality.":[116],"While":[117],"random":[119],"forest":[120],"favors":[121],"both":[125],"feature":[126],"sets":[127],"combined.":[128],"The":[129],"momentum-based":[134,168],"suggests":[136],"is":[139],"real":[141],"phenomenon":[142],"NHL":[145],"effect":[150],"on":[151,188],"outcome":[153],"suggested":[157],"previous":[159],"research.":[160],"In":[161],"addition,":[162],"believe":[164],"how":[166],"our":[167],"were":[170],"designed":[171],"compared":[173],"could":[177],"form":[178],"framework":[180],"for":[181],"comparing":[182],"short-term":[184],"effects":[185],"any":[189],"individual":[190],"sport":[191],"team.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}