{"id":"https://openalex.org/W4405763662","doi":"https://doi.org/10.34028/iajit/22/1/10","title":"Application of Video Game Algorithm Based on Deep Q-Network Learning in Music Rhythm Teaching","display_name":"Application of Video Game Algorithm Based on Deep Q-Network Learning in Music Rhythm Teaching","publication_year":2024,"publication_date":"2024-12-24","ids":{"openalex":"https://openalex.org/W4405763662","doi":"https://doi.org/10.34028/iajit/22/1/10"},"language":"en","primary_location":{"id":"doi:10.34028/iajit/22/1/10","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/22/1/10","pdf_url":"https://doi.org/10.34028/iajit/22/1/10","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.34028/iajit/22/1/10","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Shilian Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116144","display_name":"Chongqing University of Education","ror":"https://ror.org/02d06s578","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116144"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilian Zhang","raw_affiliation_strings":["School of Music and Dance , Chongqing Preschool Education College , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Music and Dance , Chongqing Preschool Education College , China","institution_ids":["https://openalex.org/I4210116144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044299868","display_name":"Zheng Huang","orcid":"https://orcid.org/0000-0003-1818-7494"},"institutions":[{"id":"https://openalex.org/I4210116144","display_name":"Chongqing University of Education","ror":"https://ror.org/02d06s578","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116144"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Huang","raw_affiliation_strings":["School of Music and Dance , Chongqing Preschool Education College , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Music and Dance , Chongqing Preschool Education College , China","institution_ids":["https://openalex.org/I4210116144"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yalin Lang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134505","display_name":"Primary Health Care","ror":"https://ror.org/03djtgh02","country_code":"QA","type":"government","lineage":["https://openalex.org/I4210134505"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Yalin Lang","raw_affiliation_strings":["Xiongjia Central Primary School in Wanzhou District , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiongjia Central Primary School in Wanzhou District , China","institution_ids":["https://openalex.org/I4210134505"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21069264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.8192999958992004,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.8192999958992004,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8921122550964355},{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.848656177520752},{"id":"https://openalex.org/keywords/video-game","display_name":"Video game","score":0.49705770611763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4492081105709076},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.41391780972480774},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40575018525123596},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3587450385093689},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.04860571026802063},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.044625043869018555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8921122550964355},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.848656177520752},{"id":"https://openalex.org/C3018412434","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Video game","level":2,"score":0.49705770611763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4492081105709076},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.41391780972480774},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40575018525123596},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3587450385093689},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.04860571026802063},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.044625043869018555}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.34028/iajit/22/1/10","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/22/1/10","pdf_url":"https://doi.org/10.34028/iajit/22/1/10","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.34028/iajit/22/1/10","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/22/1/10","pdf_url":"https://doi.org/10.34028/iajit/22/1/10","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405763662.pdf","grobid_xml":"https://content.openalex.org/works/W4405763662.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2072492413","https://openalex.org/W2997159972","https://openalex.org/W4296378967","https://openalex.org/W2051487156","https://openalex.org/W2064134577","https://openalex.org/W2373995729","https://openalex.org/W3203096336","https://openalex.org/W2157038729","https://openalex.org/W2393707162","https://openalex.org/W2027715794"],"abstract_inverted_index":{"The":[0,64,123,157,198,217,258,278,304,338],"difficulty":[1],"of":[2,16,32,54,61,84,120,129,173,185,201,233,261,284,307,335],"music":[3,85,103,121,202,262,285,310,347],"rhythm":[4,286,313],"teaching":[5,8,33,348,359],"makes":[6],"its":[7,149],"effect":[9,283,355],"limited.":[10],"Some":[11],"game":[12,55,140,225],"algorithms":[13,168],"show":[14],"problems":[15],"stuttery":[17],"and":[18,45,58,70,82,93,101,108,118,126,148,162,196,209,239,251,269,298,315,320,332,349,361],"unclear":[19],"picture":[20],"when":[21],"they":[22],"are":[23,97,135],"introduced":[24],"into":[25],"teaching,":[26,287],"which":[27,181,324],"greatly":[28],"restricts":[29],"the":[30,41,47,51,59,67,74,79,116,130,138,178,193,223,231,252,288,299,329,357],"development":[31],"content.":[34],"Therefore,":[35],"it":[36,210],"is":[37,152,206,211,266,270,294,302,317,325],"proposed":[38,98,131,339],"to":[39,49,78,99,114,275],"activate":[40],"deep":[42],"Q":[43,88],"network":[44],"improve":[46,50,352],"filter":[48],"processing":[52],"performance":[53,80,124],"image":[56],"data":[57,145],"integrity":[60],"information":[62],"retention.":[63],"model":[65,96],"fuses":[66],"extracted":[68],"features":[69,264],"processes":[71],"them":[72],"through":[73],"neural":[75],"network.":[76],"According":[77],"characteristics":[81],"forms":[83],"rhythm,":[86],"constant":[87],"transformation,":[89],"dynamic":[90],"programming":[91],"algorithm":[92,134,141,279,340],"hidden":[94],"Markov":[95],"analyze":[100],"design":[102],"signal,":[104],"beat":[105],"point":[106],"analysis":[107,128],"signal":[109,203,263],"traveling":[110],"speed,":[111],"so":[112],"as":[113],"realize":[115],"identification":[117],"matching":[119],"rhythm.":[122],"test":[125],"application":[127,364],"fusion":[132],"improvement":[133],"carried":[136],"out:":[137],"video":[139,344],"can":[142,169,341],"effectively":[143],"extract":[144],"feature":[146,204],"information,":[147],"accuracy":[150,172,184,200,260],"rate":[151],"basically":[153,246],"90%":[154],"or":[155],"above.":[156],"improved":[158,218],"Deep":[159],"Q-network":[160],"(DQN)":[161],"Artificial":[163],"Fish":[164],"Swarms":[165],"Algorithm":[166],"(AFSA)":[167],"maintain":[170],"an":[171,183],"over":[174,186,207],"75%,":[175],"followed":[176],"by":[177,214,273],"ABC":[179],"algorithm,":[180],"maintains":[182],"70%,":[187,208],"but":[188],"exhibits":[189],"significant":[190],"fluctuations":[191],"in":[192,291,309],"curve":[194,255],"changes":[195],"nodes.":[197],"recognition":[199,259],"extraction":[205,265],"less":[212,271],"affected":[213,272],"signal-to-noise":[215],"ratio.":[216],"activation":[219],"function":[220,238,242,244],"showed":[221],"that":[222],"highest":[224],"score":[226,254,306],"exceeded":[227],"10":[228],"points,":[229,250],"while":[230],"scores":[232],"Rectified":[234],"Linear":[235],"Unit":[236],"(ReLU)":[237],"Hyperbolic":[240],"tangent":[241],"(Tanh)":[243],"were":[245],"hovering":[247],"below":[248],"5":[249],"overall":[253],"fluctuated":[256],"significantly.":[257],"above":[267],"70%":[268],"Signal":[274],"Noise":[276],"Ratio.":[277],"has":[280,362],"a":[281],"good":[282,363],"students'":[289],"interest":[290],"classroom":[292],"learning":[293,300,354],"more":[295],"than":[296,328],"45%,":[297],"weakness":[301],"less.":[303],"average":[305],"students":[308,351],"style":[311],"judgment,":[312],"division":[314],"index":[316],"85":[318],"points":[319,322,331,334],"90":[321],"respectively,":[323],"much":[326],"higher":[327],"40":[330],"63":[333],"traditional":[336],"teaching.":[337],"better":[342],"combine":[343],"games":[345],"with":[346],"help":[350],"their":[353],"under":[356],"gamification":[358],"method,":[360],"value":[365]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
