Title
Domain Authoring Assistant for Intelligent Virtual Agents.
Abstract
Developing intelligent virtual characters has attracted a lot of attention in the recent years. The process of creating such characters often involves a team of creative authors who describe different aspects of the characters in natural language, and planning experts that translate this description into a planning domain. This can be quite challenging as the team of creative authors should diligently define every aspect of the character especially if it contains complex human-like behavior. Also a team of engineers has to manually translate the natural language description of a characteru0027s personality into the planning domain knowledge. This can be extremely time and resource demanding and can be an obstacle to authoru0027s creativity. The goal of this paper is to introduce an authoring assistant tool to automate the process of domain generation from natural language description of virtual characters, thus bridging between the creative authoring team and the planning domain experts. Moreover, the proposed tool also identifies possible missing information in the domain description and iteratively makes suggestions to the author.
Year
DOI
Venue
2019
10.5555/3306127.3331680
arXiv: Artificial Intelligence
Keywords
Field
DocType
Intelligent Virtual Agents,Natural Language Understanding,Text Simplification,Planning Domain Acquisition,Domain Authoring
Obstacle,Text simplification,Domain knowledge,Virtual agent,Computer science,Bridging (networking),Human–computer interaction,Natural language,Natural language understanding,Artificial intelligence,Creativity,Machine learning
Journal
Volume
Citations 
PageRank 
abs/1904.03266
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Sepehr Janghorbani111.98
Ashutosh Modi2526.16
Jakob Buhmann300.34
Mubbasir Kapadia454658.07