{"id":"https://openalex.org/W1910740460","doi":"https://doi.org/10.1109/vs-games.2015.7295785","title":"Sort Attack: Visualization and Gamification of Sorting Algorithm Learning","display_name":"Sort Attack: Visualization and Gamification of Sorting Algorithm Learning","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W1910740460","doi":"https://doi.org/10.1109/vs-games.2015.7295785","mag":"1910740460"},"language":"en","primary_location":{"id":"doi:10.1109/vs-games.2015.7295785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vs-games.2015.7295785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 7th International Conference on Games and Virtual Worlds for Serious Applications (VS-Games)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023417335","display_name":"Alfa Yohannis","orcid":"https://orcid.org/0000-0003-4425-3731"},"institutions":[{"id":"https://openalex.org/I4210146275","display_name":"Institut Teknologi dan Bisnis Kalbe","ror":"https://ror.org/04bs5h869","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210146275"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Alfa Yohannis","raw_affiliation_strings":["Faculty of Computer Science and Communication Science, Institut Teknologi dan Bisnis KALBIS, Jakarta, Indonesia","Fac. of Comput. Sci. & Commun. Sci., Inst. Teknol. dan Bisnis KALBIS, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Communication Science, Institut Teknologi dan Bisnis KALBIS, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4210146275"]},{"raw_affiliation_string":"Fac. of Comput. Sci. & Commun. Sci., Inst. Teknol. dan Bisnis KALBIS, Jakarta, Indonesia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036285635","display_name":"Yulius Denny Prabowo","orcid":"https://orcid.org/0000-0002-5632-3744"},"institutions":[{"id":"https://openalex.org/I4210146275","display_name":"Institut Teknologi dan Bisnis Kalbe","ror":"https://ror.org/04bs5h869","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210146275"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yulius Prabowo","raw_affiliation_strings":["Faculty of Computer Science and Communication Science, Institut Teknologi dan Bisnis KALBIS, Jakarta, Indonesia","Fac. of Comput. Sci. & Commun. Sci., Inst. Teknol. dan Bisnis KALBIS, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Communication Science, Institut Teknologi dan Bisnis KALBIS, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4210146275"]},{"raw_affiliation_string":"Fac. of Comput. Sci. & Commun. Sci., Inst. Teknol. dan Bisnis KALBIS, Jakarta, Indonesia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023417335"],"corresponding_institution_ids":["https://openalex.org/I4210146275"],"apc_list":null,"apc_paid":null,"fwci":0.8913,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.77036758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/visualization","display_name":"Visualization","score":0.8267607092857361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8077746629714966},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7007818222045898},{"id":"https://openalex.org/keywords/sorting-algorithm","display_name":"Sorting algorithm","score":0.5112097263336182},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4865783452987671},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4684807062149048},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.4676871597766876},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4642537236213684},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.446418821811676},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.4197603762149811},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32406869530677795},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27645546197891235},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.08652248978614807}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8267607092857361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8077746629714966},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7007818222045898},{"id":"https://openalex.org/C108094655","wikidata":"https://www.wikidata.org/wiki/Q181593","display_name":"Sorting algorithm","level":3,"score":0.5112097263336182},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4865783452987671},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4684807062149048},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.4676871597766876},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4642537236213684},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.446418821811676},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.4197603762149811},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32406869530677795},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27645546197891235},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.08652248978614807},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vs-games.2015.7295785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vs-games.2015.7295785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 7th International Conference on Games and Virtual Worlds for Serious Applications (VS-Games)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W5352279","https://openalex.org/W10512124","https://openalex.org/W101148737","https://openalex.org/W1552389223","https://openalex.org/W1559837540","https://openalex.org/W1729856091","https://openalex.org/W1876191121","https://openalex.org/W1919094054","https://openalex.org/W1985456242","https://openalex.org/W2012477269","https://openalex.org/W2014947032","https://openalex.org/W2023718959","https://openalex.org/W2028868392","https://openalex.org/W2037416837","https://openalex.org/W2050525049","https://openalex.org/W2075160989","https://openalex.org/W2097724619","https://openalex.org/W2111040543","https://openalex.org/W2125596410","https://openalex.org/W2133522142","https://openalex.org/W2141753682","https://openalex.org/W2147454772","https://openalex.org/W2148391522","https://openalex.org/W2150930945","https://openalex.org/W2156384466","https://openalex.org/W2161420356","https://openalex.org/W2162821268","https://openalex.org/W2165136898","https://openalex.org/W2577963278","https://openalex.org/W2726755791","https://openalex.org/W2908060969","https://openalex.org/W3145128584","https://openalex.org/W4211164170","https://openalex.org/W4246219036","https://openalex.org/W4302771278","https://openalex.org/W6600223832","https://openalex.org/W6633088800","https://openalex.org/W6633603993","https://openalex.org/W6637689839","https://openalex.org/W6740442804","https://openalex.org/W7018221381"],"related_works":["https://openalex.org/W2809748609","https://openalex.org/W2095055219","https://openalex.org/W2482527088","https://openalex.org/W3033694952","https://openalex.org/W2908348257","https://openalex.org/W4392178020","https://openalex.org/W2994182992","https://openalex.org/W2085265870","https://openalex.org/W2362374543","https://openalex.org/W2348196682"],"abstract_inverted_index":{"Algorithms":[0],"are":[1,229],"commonly":[2],"perceived":[3],"as":[4,13,31,39,80,118,181],"a":[5,16,77,83,87,119],"difficult":[6],"subject,":[7],"which":[8],"is":[9,54,75,202],"quite":[10],"an":[11,40,164],"irony":[12],"they":[14,32],"have":[15,152],"fundamental":[17],"role":[18],"in":[19,235],"computer":[20],"science.":[21],"Failure":[22],"to":[23,34,42,56,59,153,162,187,205],"master":[24],"this":[25],"subject":[26],"will":[27],"inhibit":[28],"students''":[29],"capabilities":[30],"advance":[33],"higher":[35],"levels.":[36],"Algorithm":[37],"visualization,":[38,69,96],"effort":[41],"overcome":[43],"the":[44,110,135,149,159,169,182,185,190,218,223],"problem,":[45],"has":[46],"been":[47],"growing":[48],"towards":[49],"gameful":[50],"visualization":[51,116,195],"recently":[52],"that":[53,138,166,228],"presumed":[55],"be":[57,154],"able":[58],"engage":[60],"learners":[61,227],"longer":[62],"and":[63,72,97,123,132,145,196],"more":[64],"intensely.":[65],"However,":[66],"integrating":[67,193],"algorithm":[68,92,95,115,194,199,238],"game":[70],"elements,":[71],"instructional":[73,105],"design":[74,106],"not":[76],"trivial":[78],"task":[79],"it":[81,215],"requires":[82],"careful":[84],"design.":[85],"Hence,":[86],"conceptual":[88],"model":[89],"of":[90,172,184,192,226],"how":[91],"learning":[93,100,136,142,200,207,213],"instructions,":[94],"gamification":[98,124,197],"improve":[99,206,222],"outcomes":[101],"was":[102,178,216],"developed.":[103],"While":[104],"concerns":[107],"with":[108,140],"developing":[109],"best":[111],"strategy":[112],"for":[113],"learning,":[114],"functions":[117,171],"cognitive":[120,130],"support":[121,131],"provider":[122],"works":[125],"by":[126,231],"delivering":[127],"engagement.":[128],"Both":[129],"engagement":[133],"moderate":[134],"instructions":[137,201],"concern":[139],"enhancing":[141],"outcomes.":[143,208],"Principles":[144],"elements":[146],"originating":[147],"from":[148],"three":[150],"domains":[151],"taken":[155],"into":[156,198],"consideration":[157],"during":[158],"designing":[160],"process":[161],"produce":[163],"artifact":[165,177,219],"can":[167,220],"deliver":[168],"essential":[170],"each":[173],"domain.":[174],"A":[175],"working":[176],"then":[179],"constructed,":[180],"instantiation":[183],"model,":[186],"validate":[188],"whether":[189],"idea":[191],"capable":[203],"enough":[204],"Based":[209],"on":[210],"our":[211],"respondents''":[212],"outcomes,":[214],"found":[217],"significantly":[221],"procedural":[224],"knowledge":[225],"indicated":[230],"their":[232],"increased":[233],"capability":[234],"solving":[236],"sorting":[237],"problems.":[239]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
