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Do people in HCI use machine learning?

Moustakis Vasilis

Απλή Εγγραφή

URIhttp://purl.tuc.gr/dl/dias/D26E563B-33F7-4DD9-9E4D-A97D18248DD4-
Αναγνωριστικόhttp://www.researchgate.net/publication/221100186_Do_people_in_HCI_use_machine_learning-
Γλώσσαen-
ΤίτλοςDo people in HCI use machine learning?en
ΔημιουργόςMoustakis Vasilisen
ΔημιουργόςΜουστακης Βασιληςel
ΕκδότηςElsevieren
ΠερίληψηImplementation of Machine Learning (ML) in Human Computer Interaction (HCI) work is not trivial. The article reports on a survey of 112 professional and academics specializing in HCI who were asked to state level of ML use in HCI work. Analysis showed that about one third of those who participated in the survey has used ML in conjunction with a variety of different HCI tasks. Neural networks, rule induction and statistical learning emerged as the most popular ML paradigms across HCI workers although intensive learning, such as inductive logic programming are gaining popularity among application developers. en
ΤύποςΣύντομη Δημοσίευση σε Συνέδριοel
ΤύποςConference Short Paperen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-11-05-
Ημερομηνία Δημοσίευσης1997-
Βιβλιογραφική ΑναφοράV. Moustakis. (1997, August). Do people in HCI use Machine Learning? Presented Seventh International Conference on Human Computer Interaction: Symbiosis of Human and Artifact. [Online]. Available: http://www.researchgate.net/publication/221100186_Do_people_in_HCI_use_machine_learningen

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