{"id":"https://openalex.org/W4399897934","doi":"https://doi.org/10.1007/s11042-024-19614-w","title":"A unified framework to catalogue and classify digital games based on interaction design and validation through clustering techniques","display_name":"A unified framework to catalogue and classify digital games based on interaction design and validation through clustering techniques","publication_year":2024,"publication_date":"2024-06-21","ids":{"openalex":"https://openalex.org/W4399897934","doi":"https://doi.org/10.1007/s11042-024-19614-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-19614-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-19614-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-19614-w.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"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":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-19614-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094134064","display_name":"Laura Cormio","orcid":"https://orcid.org/0009-0003-4458-8387"},"institutions":[{"id":"https://openalex.org/I106296451","display_name":"University of Foggia","ror":"https://ror.org/01xtv3204","country_code":"IT","type":"education","lineage":["https://openalex.org/I106296451"]},{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Cormio","raw_affiliation_strings":["Department of Humanities, Letters, Cultural Heritage and Educational Studies, University of Foggia, Via Arpi, 176, 71121, Foggia (FG), Italy","Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, Via Brecce Bianche, 12, 60131, Ancona (AN), Italy"],"raw_orcid":"https://orcid.org/0009-0003-4458-8387","affiliations":[{"raw_affiliation_string":"Department of Humanities, Letters, Cultural Heritage and Educational Studies, University of Foggia, Via Arpi, 176, 71121, Foggia (FG), Italy","institution_ids":["https://openalex.org/I106296451"]},{"raw_affiliation_string":"Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, Via Brecce Bianche, 12, 60131, Ancona (AN), Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081949754","display_name":"Thomas Agostinelli","orcid":"https://orcid.org/0000-0003-3134-7747"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"T. Agostinelli","raw_affiliation_strings":["Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, Via Brecce Bianche, 12, 60131, Ancona (AN), Italy"],"raw_orcid":"https://orcid.org/0000-0003-3134-7747","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, Via Brecce Bianche, 12, 60131, Ancona (AN), Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014709676","display_name":"Maura Mengoni","orcid":"https://orcid.org/0000-0003-2826-7455"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Mengoni","raw_affiliation_strings":["Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, Via Brecce Bianche, 12, 60131, Ancona (AN), Italy"],"raw_orcid":"https://orcid.org/0000-0003-2826-7455","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, Via Brecce Bianche, 12, 60131, Ancona (AN), Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5081949754"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":2.531,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90011733,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"84","issue":"15","first_page":"15479","last_page":"15499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9962999820709229,"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"}},{"id":"https://openalex.org/T11705","display_name":"Gambling Behavior and Treatments","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9085710644721985},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.685014545917511},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.424216091632843},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4034578204154968},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38662368059158325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3465346097946167},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33637791872024536}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9085710644721985},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.685014545917511},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.424216091632843},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4034578204154968},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38662368059158325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3465346097946167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33637791872024536}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-024-19614-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-19614-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-19614-w.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"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":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:iris.univpm.it:11566/336540","is_oa":true,"landing_page_url":"https://hdl.handle.net/11566/336540","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11042-024-19614-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-19614-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-19614-w.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"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":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323420","display_name":"Universit\u00e0 Politecnica delle Marche","ror":"https://ror.org/00x69rs40"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399897934.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W179968851","https://openalex.org/W979639644","https://openalex.org/W1596628907","https://openalex.org/W1964868373","https://openalex.org/W1966307981","https://openalex.org/W2041896503","https://openalex.org/W2076771430","https://openalex.org/W2129066856","https://openalex.org/W2145882942","https://openalex.org/W2160591155","https://openalex.org/W2197453587","https://openalex.org/W2303743002","https://openalex.org/W2322311313","https://openalex.org/W2395660422","https://openalex.org/W2513145003","https://openalex.org/W2811002624","https://openalex.org/W2905388559","https://openalex.org/W2913134954","https://openalex.org/W2973369637","https://openalex.org/W3019913914","https://openalex.org/W3108319972","https://openalex.org/W3193634028","https://openalex.org/W3205953090","https://openalex.org/W4205736151","https://openalex.org/W4256143416","https://openalex.org/W4386744424","https://openalex.org/W6631113584"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W2393816671","https://openalex.org/W2158836806","https://openalex.org/W2083665254","https://openalex.org/W1926736923","https://openalex.org/W2942177010"],"abstract_inverted_index":{"Abstract":[0],"The":[1,23,178,197],"digital":[2,31,138,176,186,220],"games":[3,13,61,187],"industry":[4],"has":[5],"grown":[6],"exponentially":[7],"due":[8],"to":[9,95,117,206,227],"the":[10,15,19,27,51,69,72,111,118,134,141,169,181,214,224],"diversification":[11],"of":[12,18,137,143,175,232],"and":[14,26,34,44,48,59,93,110,147,165,194],"increasing":[16],"multiplicity":[17],"user":[20],"target":[21],"base.":[22],"market":[24],"explosion":[25],"great":[28],"variety":[29],"make":[30],"game":[32,97,153,208,221],"cataloguing":[33,56,78,112,119],"classification":[35,124],"challenging":[36],"issues":[37],"whose":[38],"effectiveness":[39,183],"can":[40,86],"advance":[41],"scientific":[42],"research":[43,225],"address":[45],"design,":[46],"development":[47],"distribution.":[49],"Firstly,":[50],"present":[52],"study":[53],"reviews":[54],"previous":[55],"for":[57,132,152],"video":[58,193],"serious":[60,195],"through":[62],"systematic":[63],"literature":[64,73],"review":[65],"and,":[66],"joining":[67],"together":[68],"findings":[70],"from":[71,172,219],"review,":[74],"develops":[75],"a":[76,104,122,129,149,158,173,189,229],"unified":[77,123],"model":[79,85],"based":[80,216],"on":[81,168,217],"five":[82],"definitions.":[83],"This":[84],"aid":[87],"designers":[88],"in":[89,100,184,200],"tailoring":[90],"their":[91],"applications":[92],"contribute":[94],"disseminating":[96],"design":[98,108],"knowledge":[99],"academic":[101],"research.":[102],"Then,":[103],"matrix":[105],"that":[106],"correlates":[107],"principles":[109],"model\u2019s":[113],"metadata":[114],"is":[115],"applied":[116],"model,":[120],"obtaining":[121],"system.":[125],"Together,":[126],"they":[127],"offer":[128],"comprehensive":[130],"framework":[131],"understanding":[133],"multifaceted":[135],"landscape":[136],"games,":[139],"addressing":[140],"limitations":[142],"existing":[144],"domain-specific":[145],"approaches":[146],"providing":[148],"versatile":[150],"tool":[151],"designers.":[154],"Research":[155],"validation":[156],"exploits":[157],"two-stage":[159],"cluster":[160],"analysis":[161],"using":[162],"agglomerative":[163],"hierarchical":[164],"k-means":[166],"clustering":[167],"data":[170],"extracted":[171],"sample":[174],"games.":[177,196,233],"results":[179],"show":[180],"framework's":[182],"categorizing":[185],"without":[188],"clear-cut":[190],"distinction":[191],"between":[192],"system's":[198],"application":[199],"real-world":[201],"scenarios":[202],"suggests":[203],"its":[204],"potential":[205],"guide":[207],"development.":[209],"Future":[210],"work":[211],"will":[212],"refine":[213],"proposal":[215],"feedback":[218],"designers,":[222],"expanding":[223],"scope":[226],"include":[228],"broader":[230],"range":[231]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
