Summary of the paper
| Title | Using multimodal resources for explanation approaches in intelligent systems |
|---|---|
| Authors | Florian Nothdurft and Wolfgang Minker |
| Abstract | In this work we show that there is a need of using multimodal resources during human-computer interaction (HCI) in intelligent systems. We propose that not only creating multimodal output for the user is important, but to take multimodal input resources into account for the decision when and how to interact. Especially the use of multimodal input resources for the decision when and how to provide assistance in HCI is important. The use of assistive functionalities like providing adaptive explanations to keep the user motivated and cooperative is more than a side-effect and demands a closer look. In this paper we introduce our approach on how to use multimodal input ressources in an adaptive and generic explanation pipeline. We do not only concentrate on using explanations as a way to manage user knowledge, but to maintain the cooperativeness, trust and motivation of the user to continue a healthy and well-structured HCI. |
| Topics | Dialogue, Knowledge Discovery/Representation, Tools, systems, applications |
Full paper  |
Using multimodal resources for explanation approaches in intelligent systems |
| Bibtex | @InProceedings{NOTHDURFT12.211, author = {Florian Nothdurft and Wolfgang Minker}, title = {Using multimodal resources for explanation approaches in intelligent systems}, booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)}, year = {2012}, month = {may}, date = {23-25}, address = {Istanbul, Turkey}, editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Uğur Doğan and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis}, publisher = {European Language Resources Association (ELRA)}, isbn = {978-2-9517408-7-7}, language = {english} } |