{"id":"https://openalex.org/W2793978067","doi":"https://doi.org/10.3390/fi10030022","title":"Learning and Mining Player Motion Profiles in Physically Interactive Robogames","display_name":"Learning and Mining Player Motion Profiles in Physically Interactive Robogames","publication_year":2018,"publication_date":"2018-02-26","ids":{"openalex":"https://openalex.org/W2793978067","doi":"https://doi.org/10.3390/fi10030022","mag":"2793978067"},"language":"en","primary_location":{"id":"doi:10.3390/fi10030022","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi10030022","pdf_url":"https://www.mdpi.com/1999-5903/10/3/22/pdf?version=1521545337","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/10/3/22/pdf?version=1521545337","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060782998","display_name":"Ewerton L. S. Oliveira","orcid":"https://orcid.org/0000-0002-3160-3571"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Ewerton Oliveira","raw_affiliation_strings":["Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3160-3571","affiliations":[{"raw_affiliation_string":"Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011197036","display_name":"Davide Orr\u00f9","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Orr\u00f9","raw_affiliation_strings":["Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028035008","display_name":"Luca Morreale","orcid":"https://orcid.org/0000-0001-8933-5082"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Morreale","raw_affiliation_strings":["Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064505240","display_name":"Tiago Nascimento","orcid":"https://orcid.org/0000-0002-9319-2114"},"institutions":[{"id":"https://openalex.org/I169045520","display_name":"Universidade Federal da Para\u00edba","ror":"https://ror.org/00p9vpz11","country_code":"BR","type":"education","lineage":["https://openalex.org/I169045520"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago Nascimento","raw_affiliation_strings":["Department of Computer Systems, Federal University of Para\u00edba (UFPB), Jo\u00e3o Pessoa, PB 58051-085, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9319-2114","affiliations":[{"raw_affiliation_string":"Department of Computer Systems, Federal University of Para\u00edba (UFPB), Jo\u00e3o Pessoa, PB 58051-085, Brazil","institution_ids":["https://openalex.org/I169045520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060263666","display_name":"Andrea Bonarini","orcid":"https://orcid.org/0000-0002-4880-4521"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Bonarini","raw_affiliation_strings":["Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4880-4521","affiliations":[{"raw_affiliation_string":"Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060782998"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.7466,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79001544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"10","issue":"3","first_page":"22","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9937000274658203,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9937000274658203,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9908000230789185,"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/T12290","display_name":"Human Motion and Animation","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8775692582130432},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5281821489334106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4987776279449463},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.4834786057472229},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4828494191169739},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4712422490119934},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4569121301174164},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.45497795939445496},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4474595785140991},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44420450925827026},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.19111070036888123}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8775692582130432},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5281821489334106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4987776279449463},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.4834786057472229},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4828494191169739},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4712422490119934},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4569121301174164},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.45497795939445496},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4474595785140991},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44420450925827026},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.19111070036888123},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi10030022","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi10030022","pdf_url":"https://www.mdpi.com/1999-5903/10/3/22/pdf?version=1521545337","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:10:y:2018:i:3:p:22-:d:133451","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/10/3/22/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:a10b0715d04e41bcaab85f1fec735336","is_oa":true,"landing_page_url":"https://doaj.org/article/a10b0715d04e41bcaab85f1fec735336","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 10, Iss 3, p 22 (2018)","raw_type":"article"},{"id":"pmh:oai:re.public.polimi.it:11311/1045285","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1045285","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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:10.3390/fi10030022","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi10030022","pdf_url":"https://www.mdpi.com/1999-5903/10/3/22/pdf?version=1521545337","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2051000281","display_name":null,"funder_award_id":"203677/2014-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7418193128","display_name":null,"funder_award_id":"2014-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320336557","display_name":"Ci\u00eancia sem Fronteiras","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2793978067.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W29688663","https://openalex.org/W96440466","https://openalex.org/W1880262756","https://openalex.org/W1966554111","https://openalex.org/W1972661656","https://openalex.org/W1994595981","https://openalex.org/W2035676409","https://openalex.org/W2037574298","https://openalex.org/W2068398621","https://openalex.org/W2076453264","https://openalex.org/W2085212831","https://openalex.org/W2101713460","https://openalex.org/W2116376927","https://openalex.org/W2126763925","https://openalex.org/W2127047497","https://openalex.org/W2129542617","https://openalex.org/W2137264226","https://openalex.org/W2148099808","https://openalex.org/W2224625314","https://openalex.org/W2237657896","https://openalex.org/W2535842943","https://openalex.org/W2551393996","https://openalex.org/W2574105842","https://openalex.org/W2752046853","https://openalex.org/W2765355146","https://openalex.org/W2795397944","https://openalex.org/W2954517866","https://openalex.org/W3174020768","https://openalex.org/W3208133533","https://openalex.org/W4231510805","https://openalex.org/W4246070010","https://openalex.org/W6604091132","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W3107650560","https://openalex.org/W3126382579","https://openalex.org/W4317422773","https://openalex.org/W4315588616","https://openalex.org/W2810542905","https://openalex.org/W3123667230","https://openalex.org/W4243064001","https://openalex.org/W2129350855","https://openalex.org/W2888805565","https://openalex.org/W3096554474"],"abstract_inverted_index":{"Physically-Interactive":[0],"RoboGames":[1],"(PIRG)":[2],"are":[3,183],"an":[4],"emerging":[5],"application":[6],"whose":[7],"aim":[8],"is":[9,33,89,201],"to":[10,15,36,43,107,112,138,149,203],"develop":[11],"robotic":[12],"agents":[13],"able":[14,202],"interact":[16],"and":[17,59,102],"engage":[18],"humans":[19],"in":[20,50,69,109,132,170],"a":[21,28,73,79,156,171,175,187,205],"game":[22,54,115],"situation.":[23],"In":[24],"this":[25],"framework,":[26],"learning":[27],"model":[29],"of":[30,63,81,159],"players\u2019":[31],"activity":[32,181],"relevant":[34],"both":[35,93],"understand":[37,44],"their":[38],"engagement,":[39],"as":[40,42,78,155],"well":[41],"specific":[45],"strategies":[46],"they":[47],"adopted,":[48],"which":[49],"turn":[51],"can":[52],"foster":[53],"adaptation.":[55],"Following":[56],"such":[57],"directions":[58],"given":[60],"the":[61,95,100,104,114,151,198,209],"lack":[62],"quantitative":[64],"methods":[65],"for":[66,75,208],"player":[67,210],"modeling":[68],"PIRG,":[70],"we":[71,144],"propose":[72],"methodology":[74,118],"representing":[76],"players":[77],"mixture":[80,158],"existing":[82],"player\u2019s":[83,152],"types":[84],"uncovered":[85],"from":[86,127,163,174],"data.":[87,141,164],"This":[88,165],"done":[90],"by":[91,185],"dealing":[92],"with":[94,99,103],"intrinsic":[96],"uncertainty":[97],"associated":[98],"setting":[101],"agent":[105],"necessity":[106],"act":[108],"real":[110],"time":[111,123],"support":[113],"interaction.":[116,211],"Our":[117],"first":[119],"focuses":[120],"on":[121],"encoding":[122],"series":[124],"data":[125],"generated":[126],"player-robot":[128],"interaction":[129],"into":[130],"images,":[131,137],"particular":[133],"Gramian":[134],"angular":[135],"field":[136],"represent":[139],"continuous":[140],"To":[142],"these,":[143],"apply":[145],"latent":[146],"Dirichlet":[147],"allocation":[148],"summarize":[150],"motion":[153],"style":[154],"probabilistic":[157],"different":[160],"styles":[161],"discovered":[162],"approach":[166],"has":[167],"been":[168],"tested":[169],"dataset":[172],"collected":[173],"real,":[176],"physical":[177],"robot":[178],"game,":[179],"where":[180],"patterns":[182],"extracted":[184],"using":[186],"custom":[188],"three-axis":[189],"accelerometer":[190],"sensor":[191],"module.":[192],"The":[193],"obtained":[194],"results":[195],"suggest":[196],"that":[197],"proposed":[199],"system":[200],"provide":[204],"robust":[206],"description":[207]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2018-03-29T00:00:00"}