{"id":"https://openalex.org/W2517758616","doi":"https://doi.org/10.5220/0005983103740380","title":"First Experiments on Interaction Quality Modelling for Human-Human Conversation","display_name":"First Experiments on Interaction Quality Modelling for Human-Human Conversation","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2517758616","doi":"https://doi.org/10.5220/0005983103740380","mag":"2517758616"},"language":"en","primary_location":{"id":"doi:10.5220/0005983103740380","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005983103740380","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005983103740380","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024678556","display_name":"Anastasiia Spirina","orcid":"https://orcid.org/0000-0002-4516-2412"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anastasiia Spirina","raw_affiliation_strings":["Ulm University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ulm University, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009475449","display_name":"Maxim Sidorov","orcid":"https://orcid.org/0000-0001-5978-5744"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maxim Sidorov","raw_affiliation_strings":["Ulm University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ulm University, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Roman Sergienko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roman Sergienko","raw_affiliation_strings":["Ulm University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ulm University, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101643503","display_name":"Alexander Schmitt","orcid":"https://orcid.org/0000-0002-4454-1461"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexander Schmitt","raw_affiliation_strings":["Ulm University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ulm University, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7666,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89456577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"374","last_page":"380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9502000212669373,"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/T12031","display_name":"Speech and dialogue systems","score":0.9502000212669373,"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":0.7726283073425293},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.7642925381660461},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6241174936294556},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5858855247497559},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.561567485332489},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5583453178405762},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5526167750358582},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5126923322677612},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5032297968864441},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.48886722326278687},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41910478472709656},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37394148111343384},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34315556287765503},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09596705436706543}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7726283073425293},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.7642925381660461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6241174936294556},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5858855247497559},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.561567485332489},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5583453178405762},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5526167750358582},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5126923322677612},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5032297968864441},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.48886722326278687},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41910478472709656},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37394148111343384},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34315556287765503},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09596705436706543},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005983103740380","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005983103740380","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0005983103740380","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005983103740380","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4367336074","https://openalex.org/W3154045278","https://openalex.org/W4379620016","https://openalex.org/W3210764983","https://openalex.org/W4367335949","https://openalex.org/W3089416646","https://openalex.org/W4380048833","https://openalex.org/W4285162676","https://openalex.org/W3036529732","https://openalex.org/W4382052559"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"the":[3,18,45,74,87,109],"first":[4],"experimental":[5],"results":[6,46,75,88,95],"on":[7,90],"Interaction":[8,19,30,82,97],"Quality":[9,20,31,83,98],"modelling":[10,77,99],"for":[11,22,78,81,100,107,116],"human-human":[12,101],"conversation,":[13],"as":[14,36],"an":[15,29],"adaptation":[16],"of":[17,28,47,76,96,123],"metric":[21],"human-computer":[23],"spoken":[24],"interaction.":[25],"The":[26,94],"prediction":[27],"score":[32],"can":[33],"be":[34,104],"formulated":[35],"a":[37,68],"classification":[38,50],"problem.":[39],"In":[40],"this":[41],"paper":[42],"we":[43,72],"describe":[44],"applying":[48],"several":[49],"algorithms":[51],"such":[52],"as:":[53],"Kernel":[54],"Naive":[55],"Bayes":[56],"Classifier,":[57],"k-Nearest":[58],"Neighbours":[59],"algorithm,":[60],"Logistic":[61],"Regression,":[62],"and":[63,85,115,126],"Support":[64],"Vector":[65],"Machines,":[66],"to":[67],"data":[69],"set.":[70],"Moreover,":[71],"compare":[73],"two":[79],"approaches":[80],"labelling":[84],"consider":[86],"depending":[89],"different":[91],"emotion":[92],"sets.":[93],"conversation":[102],"may":[103],"used":[105],"both":[106],"improving":[108,117],"service":[110],"quality":[111],"in":[112,121],"call":[113],"centres":[114],"Spoken":[118],"Dialogue":[119],"Systems":[120],"terms":[122],"flexibility,":[124],"user-friendliness":[125],"human-likeness.":[127]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}