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A Group Recommendation System for Movies based on MAS

Christian Paulo VILLAVICENCIO, Silvia SCHIAFFINO, J. Andrés DÍAZ-PACE, Ariel MONTESERIN
2016 Advances in Distributed Computing and Artificial Intelligence Journal  
To this end, we have developed a multi-agent approach called PUMAS-GR that relies on negotiation techniques to improve group recommendations.  ...  Although several group recommendation techniques exist, the generation of items that satisfy all group members in an even way still remains a challenge.  ...  Our work differs from the ones of Garcia that they negotiate user preferences while we negotiate recommendations. in Conclusions PUMAS-GR is a MAS approach for group recommendation based on negotiation  ... 
doi:10.14201/adcaij201653112 fatcat:ueerkt6kk5f5jesximbghvf6um

A multi-agent brokerage platform for media content recommendation

Bruno Veloso, Benedita Malheiro, Juan Carlos Burguillo
2015 International Journal of Applied Mathematics and Computer Science  
This paper describes an approach to seamless recommendation, negotiation and transaction of personalised media content.  ...  , providing viewers, on the business-to-consumer (B2C) side, with a personalised electronic programme guide (EPG) containing the set of recommended items after negotiation.  ...  para a Ciência e a Tecnologia (Portuguese Foundation for Science and Technology) within the project FCOMP-01-0124-FEDER-022701.  ... 
doi:10.1515/amcs-2015-0038 fatcat:wbcxrlu6bvc2len6wk4dt2ctle

A Recommendation System for Cloud Services Selection Based on Intelligent Agents

Abid Mahmood, Umar Shoaib, M. Shahzad Sarfraz
2018 Indian Journal of Science and Technology  
Objectives: To provide a recommendation system for cloud services selection based on intelligent agents.  ...  But we implement the multi-agent system (MAS) approach where one agent is liable to intermingle with the client for unambiguous service.  ...  Based on collected feedback the framework is able to recommend a service based on the computed trust of a service. 18 Due to autonomous and flexible nature, MAS is the most appropriate approach for user  ... 
doi:10.17485/ijst/2018/v11i9/119843 fatcat:xoxz4kdc3rhbviopwhxeknknvi

Page 574 of New York State Journal of Medicine Vol. 83, Issue 4 [page]

1983 New York State Journal of Medicine  
On September 9, 1982, the Council considered the fol- lowing six (6) recommendations of the Committee on Hospital and Professional Relations: 1) Establish a program for negotiation services for those 574  ...  ; c)as negotiator for doctors organized as employee (nonunion) groups.  ... 

A negotiation framework for heterogeneous group recommendation

Inma Garcia, Laura Sebastia
2014 Expert systems with applications  
In this context, we have opted for building a multi-agent system, where an agent acts on behalf of one group member.  ...  Over the last years, some remarkable recommender systems for group of users have been developed.  ...  Additionally, we are working on incorporating techniques based on trust during the negotiation process, so that proposals are accepted or rejected depending on the UserAgent that proposed them.  ... 
doi:10.1016/j.eswa.2013.07.111 fatcat:25a2mxjgvzbw7nbcvvlzhrsa3e

Functionality Of Negotiation Agent On Value-Based Design Decision

Arazi Idrus, Christiono Utomo
2010 Zenodo  
A Prometheus Design Tool model was used for developing the system. Group functionality will be the attribute for negotiation agents, which comprises a coordinator agent and decision- maker agent.  ...  This paper presents functionality of negotiation agent on value-based design decision. The functionality is based on the characteristics of the system and goal specification.  ...  ACKNOWLEDGMENT The writers would like to thank Universiti Teknologi Petronas for supporting this research.  ... 
doi:10.5281/zenodo.1073271 fatcat:e3jnrnz2jvaanny3buovzchipm

Recommender system application developments: A survey

Jie Lu, Dianshuang Wu, Mingsong Mao, Wei Wang, Guangquan Zhang
2015 Decision Support Systems  
Various recommender system techniques have been proposed since the mid-1990s, and many sorts of recommender system software have been developed recently for a variety of applications.  ...  , e-learning, e-tourism, e-resource services and e-group activities, and summarizes the related recommendation techniques used in each category.  ...  Group recommendation techniques Group recommender systems (GRS) are proposed to produce a group of user suggestions when group members are unable to gather for face-to-face negotiation, or their preferences  ... 
doi:10.1016/j.dss.2015.03.008 fatcat:y4phvn677zaondsbjkn56orxt4

A Review on MAS-Based Sentiment and Stress Analysis User-Guiding and Risk-Prevention Systems in Social Network Analysis

Guillem Aguado, Vicente Julián, Ana García-Fornes, Agustín Espinosa
2020 Applied Sciences  
We review with special attention works using MAS technologies for user recommendation and guiding.  ...  For this reason, in this survey we explore works in the line of prevention of risks that can arise from social interaction in online environments, focusing on works using Multi-Agent System (MAS) technologies  ...  A multi-agent approach based on negotiation techniques for group recommendation is proposed in Reference [44] .  ... 
doi:10.3390/app10196746 fatcat:m2gqf3utabgtrcvhtbh53hksfq

Agent-Based Infrastructure of Supply Chain Network Management [chapter]

Charu Chandra, Alexander V. Smirnov, Leonid B. Sheremetov
2001 IFIP Advances in Information and Communication Technology  
Partial support for this work for the third author was also obtained from CONACyT, Mexico within the project 31851-A "Models and Tools for Agent Interaction in Cooperative MAS".  ...  ACKNOWLEDGEMENTS Components of the above approach have been developed for the "Demand Activated Manufacturing Architecture project for the United States Integrated Textile Complex", supported by grant#  ...  An example of a PSA, based on constraint satisfaction and propagation techniques is described in (Smirnov and Sheremetov, 1998) .  ... 
doi:10.1007/978-0-387-35399-9_21 fatcat:3zmbqpwkvrfwxkqxnufkw6ykza

An Improved Image Segmentation System: A Cooperative Multi-agent Strategy for 2D/3D Medical Images

Hanane Allioui, Mohamed Sadgal, Aziz El Fazziki
2020 Journal of Communications Software and Systems  
In this paper, we present a solution-based cooperation approach for strengthening the image segmentation.This paper proposes a cooperative method relying on Multi-Agent System.  ...  The main contribution of this work is to highlight the importance of cooperation between the contour and region growing based on Multi-Agent System (MAS).  ...  Whereas, region-based techniques study local or global information to group pixels that have common properties.  ... 
doi:10.24138/jcomss.v16i2.830 fatcat:y26emam3yffrxblavwe2pd677m

A Temporal Distributed Group Decision Support System Based on Multi-Criteria Analysis

Sofiane Khiat, Hamdadou Djamila
2019 International Journal of Interactive Multimedia and Artificial Intelligence  
For this purpose, we endow the MAS module with a negotiation protocol based on the election that involves one negotiator agent (coordinator agent) among the others, and a set of participating agents who  ...  Literary, the proposed approaches are based on a multilateral protocol that have a coordinator agent and a group of negotiators participating agents, who try to find a compromise that best satisfies the  ... 
doi:10.9781/ijimai.2019.03.002 fatcat:23psvciw45fjlicdcviwa3mgda

Abstracts of Recent PhDs

2007 Knowledge engineering review (Print)  
Agents interact with other agents through negotiation since they are autonomous entities. Negotiation is a technique for reaching mutually beneficial agreement through communication among agents.  ...  The communication protocol detects when communication is ineffective, and applies techniques for ontology exchange to build a shared ontology of minimal size.  ...  In parallel, an alternative approach to item recommendation was proposed, this one based on the offering of items based on other users' opinion, that is, the user receives an item recommendation based  ... 
doi:10.1017/s0269888907001245 fatcat:vafmiwrganfnhjv2765tdlk6te

Editorial

Gregory E. Kersten
2020 Group Decision and Negotiation  
Acknowledgements I wish to thank Kathleen O'Keefe (Concordia University) and Aysegul Engin (University of Vienna) who help me in collecting and organizing information for the editorial.  ...  From the methodological approach perspective, 19 articles discuss studies based on qualitative approaches, 23-on quantitative models, and 12-use a mix of quantitative and qualitative modelling techniques  ...  We plan to place more emphasis on the practical implications of the use of different fuzzy techniques in the context of group decision and negotiations.  ... 
doi:10.1007/s10726-020-09654-6 fatcat:tpje47gprffxjabg254ipak7oi

Conflict resolution via emerging technologies?

Chika Yinka-Banjo, Ogban-Asuquo Ugot, Sanjay Misra, Adewole Adewumi, Robertas Damasevicius, Rytis Maskeliunas
2019 Journal of Physics, Conference Series  
This paper presents a review of the current techniques and approaches adopted in conflict resolution in Multi-Agent Systems (MAS).  ...  We survey alternative approaches to conflict resolution that rely on emerging technologies such as deep learning.  ...  for the Developing World (OWSD), and L'oreal-Unesco for Women in Science.  ... 
doi:10.1088/1742-6596/1235/1/012022 fatcat:nvu3mbdxzra5rnyeju4di2gi7i

Multi-Agent-Based CBR Recommender System for Intelligent Energy Management in Buildings

Tiago Pinto, Ricardo Faia, Maria Navarro-Caceres, Gabriel Santos, Juan Manuel Corchado, Zita Vale
2019 IEEE Systems Journal  
This paper proposes a novel case-based reasoning (CBR) recommender system for intelligent energy management in buildings.  ...  Results show that the proposed approach is able to provide suitable recommendations on energy reduction, by comparing its results with a previous approach based on particle swarm optimization and with  ...  of the different parameters that characterize a case. 3) Innovative agent-based recommender system integrating the proposed CBR approach. 4) MAS society that is composed by several independent MAS, directed  ... 
doi:10.1109/jsyst.2018.2876933 fatcat:ioxkn6jju5atld2ix6npktvu4q
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