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Ph.D student in Co-tutelle Program between University Lumiére Lyon2, France and Mohammad Ali Jinnah University Islamabad, Pakistan 2012 - Present: Lecturer in Abdul Wali Khan University Mardan, Pakistan (On Study Leave) 2010-2012: Lecture in Department of Computer Science, Iqra National University Peshawar, Pakistan 2007-2009: Master of Science in Computer Science Federal Urdu University, Islamabad 2002-2007: Bachelor of Science in Information Technology, University of Malakand, Pakistan Supervisors: Yacine Ouzrout, Antoine Nongaillard and Muhammad Abdul Qadir Title: Product Reputation Evaluation Based on Social Networks using Multi Agent System Research Problem and Objectives: The Word Wide Web has dramatically changed the way people express their opinion about product and services. The customer can post product reviews on different e-commerce and review sites. A rich source of information about products is available on Internet, which can be used by customers to make purchase decision and industrial organization to make decisions (about the product. However, collecting, processing and aggregating reputation information about industrial products in order to determine a true reputation value in the presence of biased ratings is a challengeable task. The objective of this thesis is to extract unstructured product reputation information, use sentiment analysis to determine the opinion about industrial products and aggregate all information using informative, robust and strategy proof aggregation methods in order to determine true reputation values. These reputation values are then integrated in the different phases of the product lifecycle information systems (PLM) in order to help the different decision-makers to enhance the quality and the functionality of their products. Keywords: Product Reputation, Sentiment Analysis, Opinion Mining, Multi Agent System Publication: Farooq, U., Nongaillard, A., Ouzrout, Y., Abdul Qadir, M. “Product reputation evaluation: The impact of conjunction on Sentiment Analysis ”, In procedding of SKIMA 2013 International Conference 2013, Chiang Mai Thailand