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Interactive Exploration of Asynchronous Conversations: Applying a User-centered Approach to Design a Visual Text Analytic System
| Content Provider | CiteSeerX |
|---|---|
| Author | Hoque, Enamul Joty, Shafiq |
| Abstract | Exploring an online conversation can be very difficult for a user, especially when it becomes a long complex thread. We fol-low a human-centered design approach to tightly integrate text mining methods with interactive visualization techniques to sup-port the users in fulfilling their informa-tion needs. The resulting visual text ana-lytic system provides multifaceted explo-ration of asynchronous conversations. We discuss a number of open challenges and possible directions for further improve-ment including the integration of interac-tive human feedback in the text mining loop, applying more advanced text analy-sis methods with visualization techniques, and evaluating the system with real users. 1 |
| File Format | |
| Access Restriction | Open |
| Subject Keyword | Asynchronous Conversation Visual Text Analytic System User-centered Approach Interactive Exploration Interactive Visualization Technique Text Mining Method Online Conversation Real User Informa-tion Need Interac-tive Human Feedback Visualization Technique Possible Direction Long Complex Thread Analy-sis Method Text Mining Loop Human-centered Design Approach Multifaceted Explo-ration Visual Text Ana-lytic System Open Challenge |
| Content Type | Text |
