International Conference on Information and Knowledge Technology

فارسی

Home / دوازدهمین کنفرانس بین المللی فناوری اطلاعات و دانش

User Preferences Elicitation in Bilateral Automated Negotiation Using Recursive Least Square Estimation

Authors :

Farnaz Salmanian¹ Hamid Jazayeri² Javad Kazemitabar³

1- دانشگاه صنعتی نوشیروانی بابل 2- دانشگاه صنعتی نوشیروانی بابل 3- دانشگاه صنعتی نوشیروانی بابل

Keywords :

Automated Bilateral Negotiation, Preferences Learning, Uncertain Information, Recursive Least Square Method

Abstract :

The negotiating agents are trying to reach a quality agreement during the process of automated negotiation. While each agent tries to improve its own utility, the agreement yields when the opponent reach in an acceptable utility as well. Therefore, learning the opponent’s preference during the negotiation is a challenging area of research. The opponent preferences modeled by two parameter vectors: the importance of negotiation issues, and the scoring value of each negotiation issue. In this study, the opponent model is updated by using an incremental recursive least square estimator. As time passes, the estimator reaches calculates the more accurate outcomes. By examining different negotiation domains, the computational experiments show the proposed method outperforms the recent studies.

List of archived papers

Improving Long-Term Engagement of Insurance Brokerages by Providing Gamified Configurations Based on The Delphi Method

Hosein Bayati - Fattaneh Taghiyareh - Sahand Hashemi

ارائۀ چارچوب هستان‌شناسی برای شهر هوشمند مبتنی بر سیستم‌های سایبر-فیزیکی

علی اصغر قائمی - جعفر حبیبی - سید حسن میریان

Distributed Learning Automata-based Algorithm for Finding K-Clique in Complex Social Networks

Mohammad Mehdi Daliri Khomami - Alireza Rezvanian - Ali Mohammad Saghiri - Mohammad Reza Meybodi

پیش بینی بیماری قلبی با استفاده از روش تحلیل شبکه ای

هدیه مشتاقی محمدزاده - فاطمه باقری

A Novel Service Deployment Policy in Fog Computing Considering The Degree of Availability and Fog Landscape Utilization Using Multiobjective Evolutionary Algorithms

Maryam Eslami - Dr Mehdi Sakhaei-nia

Persian Language Understanding in Task-oriented Dialogue System for Online Shopping

Zeinab Borhanifard - Hossein Basafa - Seyedeh Zahra Razavi - Heshaam Faili

Data Analysis to Reduce Electrical Power Plants

Amirali Sahraei - Jamshid Shanbehzadeh

3D Mesh ONoC: Design of low Insertion Loss and Non-blocking Optical Router and Efficient Routing Algorithm

Sanaz Asadinia - Elham Yaghoubi - Mostafa Sadeghi - Mahdi Mehrabi

Analysing effect of news polarity on stock market prediction: a machine learning approach

Golshid Ranjbaran - Dr Mohammad-Shahram Moin - Dr Sasan H Alizadeh - Dr Abbas Koochari

بررسی کارآمدی فناوری وب 0.2 در پشتیبانی از فرآیندهای انسان محور و دانش مبنا

سید احسان ملیحی - فاطمه مشایخی کردکلا

Samin Hamayesh - Version 40.3.1