TY - GEN
T1 - An Intention Tree based Model for Social Needs
AU - Rong, Dunlei
AU - Xu, Hanchuan
AU - Tian, Junrui
AU - Li, Nan
AU - Tu, Zhiying
AU - Wang, Zhongjie
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/5
Y1 - 2021/5
N2 - With the application of more and more new technologies, such as cloud computing, IoT, and big data, the available intelligent service scenarios become complex. For better service identification and recommendation, conversational AI bots need to construct user needs expression models accurately. Most traditional user needs expression models could do better in individual tasks but nearly not support the social requirements. To solve the challenge before, this study expands the Intention Tree Model for Personal Needs(ITM-PN) to the Intention Tree Model for Social Needs based on Negotiation(ITM-SN) to model different users' needs during the process of multi-user negotiation(initial, processing, ending). And finally, this study conducted a case study to prove the ITM-SN is thoroughly and effectively, which could be widely applicable in many fields.
AB - With the application of more and more new technologies, such as cloud computing, IoT, and big data, the available intelligent service scenarios become complex. For better service identification and recommendation, conversational AI bots need to construct user needs expression models accurately. Most traditional user needs expression models could do better in individual tasks but nearly not support the social requirements. To solve the challenge before, this study expands the Intention Tree Model for Personal Needs(ITM-PN) to the Intention Tree Model for Social Needs based on Negotiation(ITM-SN) to model different users' needs during the process of multi-user negotiation(initial, processing, ending). And finally, this study conducted a case study to prove the ITM-SN is thoroughly and effectively, which could be widely applicable in many fields.
KW - Intention Tree
KW - Negotiation
KW - Social Needs
KW - User Need
UR - https://www.scopus.com/pages/publications/85111978270
U2 - 10.1109/ICSS53362.2021.00011
DO - 10.1109/ICSS53362.2021.00011
M3 - 会议稿件
AN - SCOPUS:85111978270
T3 - Proceedings of International Conference on Service Science, ICSS
SP - 14
EP - 21
BT - Proceedings - 2021 CCF International Conference on Service Science, ICSS 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 CCF International Conference on Service Science, ICSS 2021
Y2 - 14 May 2021 through 16 May 2021
ER -