Title :
A preliminary framework for human-agent communication in electronic negotiations
Author :
Rehman, Moez Ur ; Riaz, Nosheen
Author_Institution :
Dept. of Comput. Sci., GC Univ., Lahore, Pakistan
Abstract :
Electronic negotiations are business negotiations conducted via electronic means using information and communications technologies (ICT). Two dominant types of electronic negotiation systems are automated negotiation systems for software agents and negotiation support systems (NSSs) for humans. However, the integration of two types for human-agent negotiations is an important task. In this paper, an extended communication model for human-agent business negotiations is presented. For this purpose, the underlying communication models of automated negotiations and NSSs are analyzed. The extended communication model is based on a common negotiation ontology which captures the negotiation agenda and paves the way for such hybrid communication, a natural language processing (NLP) component which process natural language negotiation content, and a translator to covert human message to agent message and vice versa. NLP component has been added as an alternative approach to manual annotation of message content. Our aim is to show that using an ontology-based negotiation approach as implemented in the NSS Negoisst and NLP techniques integrated into it can make human-agent communication better.
Keywords :
natural language processing; negotiation support systems; ontologies (artificial intelligence); software agents; ICT; NLP techniques; NSS Negoisst; automated negotiation systems; electronic negotiation systems; human-agent business negotiations; human-agent communication; information-and-communications technologies; natural language processing; negotiation support systems; ontology-based negotiation; software agents; Business; Humans; Natural language processing; Ontologies; Semantics; Software agents; Electronic negotiations; automated negotiations; natural language processing; ontologies; semantic annotation;
Conference_Titel :
Information and Communication Technologies (ICICT), 2011 International Conference on
Conference_Location :
Karachi
Print_ISBN :
978-1-4577-1553-2
DOI :
10.1109/ICICT.2011.5983565