{"id":"https://openalex.org/W3087417110","doi":"https://doi.org/10.1145/3411842","title":"The OnHW Dataset","display_name":"The OnHW Dataset","publication_year":2020,"publication_date":"2020-09-04","ids":{"openalex":"https://openalex.org/W3087417110","doi":"https://doi.org/10.1145/3411842","mag":"3087417110"},"language":"en","primary_location":{"id":"doi:10.1145/3411842","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3411842","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3411842","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049110928","display_name":"Felix Ott","orcid":"https://orcid.org/0000-0002-4392-0830"},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Felix Ott","raw_affiliation_strings":["Fraunhofer Institute for Integrated Circuits (IIS), Nuremberg, Germany, Nuremberg, Ludwig-Maximilians-University (LMU), Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Integrated Circuits (IIS), Nuremberg, Germany, Nuremberg, Ludwig-Maximilians-University (LMU), Munich, Germany","institution_ids":["https://openalex.org/I8204097","https://openalex.org/I4210124274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025519620","display_name":"Mohamad Wehbi","orcid":"https://orcid.org/0000-0002-9808-7698"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mohamad Wehbi","raw_affiliation_strings":["Friedrich-Alexander University (FAU) Erlangen-Nuremberg, Germany, Erlangen"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University (FAU) Erlangen-Nuremberg, Germany, Erlangen","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035080679","display_name":"Tim Hamann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120876","display_name":"Schwan-Stabilo (Germany)","ror":"https://ror.org/02qbgx346","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210120876"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim Hamann","raw_affiliation_strings":["STABILO International GmbH, Heroldsberg, Germany, Heroldsberg"],"affiliations":[{"raw_affiliation_string":"STABILO International GmbH, Heroldsberg, Germany, Heroldsberg","institution_ids":["https://openalex.org/I4210120876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048067051","display_name":"Jens Barth","orcid":"https://orcid.org/0000-0003-3967-9578"},"institutions":[{"id":"https://openalex.org/I4210120876","display_name":"Schwan-Stabilo (Germany)","ror":"https://ror.org/02qbgx346","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210120876"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Barth","raw_affiliation_strings":["STABILO International GmbH, Heroldsberg, Germany, Heroldsberg"],"affiliations":[{"raw_affiliation_string":"STABILO International GmbH, Heroldsberg, Germany, Heroldsberg","institution_ids":["https://openalex.org/I4210120876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014144494","display_name":"Bjoern M. Eskofier","orcid":"https://orcid.org/0000-0002-0417-0336"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn Eskofier","raw_affiliation_strings":["Friedrich-Alexander University (FAU) Erlangen-Nuremberg, Germany, Erlangen"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University (FAU) Erlangen-Nuremberg, Germany, Erlangen","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023277657","display_name":"Christopher Mutschler","orcid":"https://orcid.org/0000-0001-8108-0230"},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christopher Mutschler","raw_affiliation_strings":["Fraunhofer Institute for Integrated Circuits (IIS), Nuremberg, Germany, Nuremberg, Ludwig-Maximilians-University (LMU), Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Integrated Circuits (IIS), Nuremberg, Germany, Nuremberg, Ludwig-Maximilians-University (LMU), Munich, Germany","institution_ids":["https://openalex.org/I8204097","https://openalex.org/I4210124274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5049110928"],"corresponding_institution_ids":["https://openalex.org/I4210124274","https://openalex.org/I8204097"],"apc_list":null,"apc_paid":null,"fwci":2.3555,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9064852,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"4","issue":"3","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9975000023841858,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.7862412929534912},{"id":"https://openalex.org/keywords/handwriting","display_name":"Handwriting","score":0.6563126444816589},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6538740992546082},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.6535204648971558},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5404044985771179},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.531197726726532},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4902932941913605},{"id":"https://openalex.org/keywords/keystroke-logging","display_name":"Keystroke logging","score":0.42301827669143677},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3669244050979614},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3253210484981537},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08479928970336914}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7862412929534912},{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.6563126444816589},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6538740992546082},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.6535204648971558},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5404044985771179},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.531197726726532},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4902932941913605},{"id":"https://openalex.org/C161615301","wikidata":"https://www.wikidata.org/wiki/Q309396","display_name":"Keystroke logging","level":2,"score":0.42301827669143677},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3669244050979614},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3253210484981537},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08479928970336914},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3411842","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3411842","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},{"id":"pmh:oai:fraunhofer.de:N-615301","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-615301.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IIS","raw_type":"Journal Article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/266195","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/266195","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"journal article"}],"best_oa_location":{"id":"doi:10.1145/3411842","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3411842","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W26450609","https://openalex.org/W45067439","https://openalex.org/W59141947","https://openalex.org/W77255953","https://openalex.org/W106033549","https://openalex.org/W1483628210","https://openalex.org/W1515435484","https://openalex.org/W1526735218","https://openalex.org/W1568944112","https://openalex.org/W1876656216","https://openalex.org/W1944647080","https://openalex.org/W1972420097","https://openalex.org/W1988305328","https://openalex.org/W2002261403","https://openalex.org/W2014452357","https://openalex.org/W2024925205","https://openalex.org/W2025342282","https://openalex.org/W2034258500","https://openalex.org/W2034635393","https://openalex.org/W2038744754","https://openalex.org/W2051013693","https://openalex.org/W2053061842","https://openalex.org/W2055910046","https://openalex.org/W2064675550","https://openalex.org/W2066991356","https://openalex.org/W2070404133","https://openalex.org/W2074941834","https://openalex.org/W2077863651","https://openalex.org/W2080394029","https://openalex.org/W2081018036","https://openalex.org/W2095128129","https://openalex.org/W2097248932","https://openalex.org/W2100659887","https://openalex.org/W2105360341","https://openalex.org/W2109394448","https://openalex.org/W2111425031","https://openalex.org/W2114714751","https://openalex.org/W2116881180","https://openalex.org/W2117072511","https://openalex.org/W2122585011","https://openalex.org/W2124310862","https://openalex.org/W2127141656","https://openalex.org/W2131774270","https://openalex.org/W2142069714","https://openalex.org/W2144527622","https://openalex.org/W2146532796","https://openalex.org/W2147510700","https://openalex.org/W2152510656","https://openalex.org/W2152550252","https://openalex.org/W2152928267","https://openalex.org/W2158042789","https://openalex.org/W2169848562","https://openalex.org/W2342172008","https://openalex.org/W2507888814","https://openalex.org/W2557399984","https://openalex.org/W2587486463","https://openalex.org/W2734358244","https://openalex.org/W2785496686","https://openalex.org/W2789644267","https://openalex.org/W2907995671","https://openalex.org/W2914315879","https://openalex.org/W2971733775","https://openalex.org/W2993065570","https://openalex.org/W3037131166","https://openalex.org/W4310727180","https://openalex.org/W6631165897","https://openalex.org/W6640722143","https://openalex.org/W6670945619","https://openalex.org/W6681868046","https://openalex.org/W6742582079"],"related_works":["https://openalex.org/W2063708026","https://openalex.org/W2388180914","https://openalex.org/W2507888814","https://openalex.org/W3118925046","https://openalex.org/W2381764175","https://openalex.org/W2561540377","https://openalex.org/W2360066868","https://openalex.org/W3084909207","https://openalex.org/W1694630026","https://openalex.org/W3166464480"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,62,171],"handwriting":[4,46,65],"recognition":[5,13,47],"(HWR)":[6],"system":[7],"that":[8,119,177],"deals":[9],"with":[10,161],"online":[11,45,64],"character":[12,79],"in":[14,176],"real-time.":[15],"Our":[16,93,157],"sensor-enhanced":[17],"ballpoint":[18],"pen":[19],"delivers":[20],"sensor":[21],"data":[22],"streams":[23],"from":[24,68],"triaxial":[25],"acceleration,":[26],"gyroscope,":[27],"magnetometer":[28],"and":[29,48,75,104,112,116,135,147,164],"force":[30],"signals":[31],"at":[32],"100":[33],"Hz.":[34],"As":[35],"most":[36],"existing":[37],"datasets":[38],"do":[39],"not":[40],"meet":[41],"the":[42,86,99,144,151,162],"requirements":[43],"of":[44,72,85,101],"as":[49,83,125,127,132,170],"they":[50],"have":[51],"been":[52],"collected":[53],"using":[54],"specific":[55],"equipment":[56],"under":[57],"constrained":[58],"conditions,":[59],"we":[60,117],"propose":[61],"novel":[63,94],"dataset":[66,96,168],"acquired":[67],"119":[69],"writers":[70],"consisting":[71],"31,275":[73],"uppercase":[74,155],"lowercase":[76,103],"English":[77],"alphabet":[78],"recordings":[80],"(52":[81],"classes)":[82],"part":[84],"UbiComp":[87],"2020":[88],"Time":[89],"Series":[90],"Classification":[91],"Challenge.":[92],"OnHW-chars":[95],"allows":[97],"for":[98,143,150,154,173],"evaluations":[100],"uppercase,":[102],"combined":[105],"classification":[106],"tasks,":[107],"on":[108],"both":[109],"writer-dependent":[110],"(WD)":[111],"writer-independent":[113],"(WI)":[114],"classes":[115],"show":[118],"properly":[120],"tuned":[121],"machine":[122],"learning":[123,129],"pipelines":[124],"well":[126],"deep":[128],"classifiers":[130],"(such":[131],"CNNs,":[133],"LSTMs,":[134],"BiLSTMs)":[136],"yield":[137],"accuracies":[138],"up":[139],"to":[140],"90":[141],"%":[142,149],"WD":[145],"task":[146,153],"83":[148],"WI":[152],"characters.":[156],"baseline":[158,172],"implementations":[159],"together":[160],"rich":[163],"publicly":[165],"available":[166],"OnHW":[167],"serve":[169],"future":[174],"research":[175],"area.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2020-09-25T00:00:00"}
