Thesis/Domain Title: Spam Review Detection

Name:Muhammad Abbas, Gomal University
Year: 2016

Status: Supervising

Thesis/Domain Title: MINING HEALTH REVIEWS FROM ONLINE BLOGS AND NEWS

Name:Maria Qasim Qasuria, INSTITUTE OF COMPUTING AND INFORMATION TECHNOLOGY GOMALUNIVERSITY DERA ISMAIL KHAN, KHYBER PAKHTUNKHWA, PAKISTAN
Year: 2016

Status: Supervised

This work deals the development of rule-based health-related opinion mining system supported by domain-specific lexicon. The health-related opinion mining system is used to classify user-generated health reviews into positive, negative or neutral along with their sentiment scores. The general-purpose lexicon such as SentiWordNet usually does not give a correct sentiment score for most of the health-related terms. In this thesis, emphasis is on sentiment classification of health reviews by using general-purpose lexicon as well as domain-specific polarity lexicon. A domain specific lexicon is generated by proposing an effective boot-strapping algorithm and expanding it over a number of web resources and finally filtering it by using co-reference PMI measure. The correct assignment of medical-related terms is based on the probability based technique in the generated lexicon. Experimental evaluation of the proposed technique with other similar methods shows that the performance of proposed technique is better in terms of accuracy, precision and recall as it achieves the average accuracy of 80 % for positive reviews and 78 % for negative reviews.

Thesis/Domain Title: Mining User Reviews from Online Blogs Using Roughset Theory

Name:Furqan Khan Sadozai, INSTITUTE OF COMPUTING AND INFORMATION TECHNOLOGY GOMALUNIVERSITY DERA ISMAIL KHAN, KHYBER PAKHTUNKHWA, PAKISTAN
Year: 2016

Status: Supervised

Abstract will be available after the publication of paper

Thesis/Domain Title: Stock Trend Prediction from Historical Data using Analytical Framework

Name:Fazal Rahman, INSTITUTE OF COMPUTING AND INFORMATION TECHNOLOGY GOMALUNIVERSITY DERA ISMAIL KHAN, KHYBER PAKHTUNKHWA, PAKISTAN
Year: 2015

Status: Supervising

Synopsis is approved from Advance Board of Studies, abstract will be uploaded later. Candidate is showing satisfactory performance

Thesis/Domain Title: Emoticon Detection and Analysis from Online Text

Name:Afsana Marwat, INSTITUTE OF COMPUTING AND INFORMATION TECHNOLOGY GOMALUNIVERSITY DERA ISMAIL KHAN, KHYBER PAKHTUNKHWA, PAKISTAN
Year: 2015

Status: Supervising

Synopsis is approved from Advance Board of Studies, abstract will be uploaded later. Candidate is showing satisfactory performance. With her supervisor, she has co-authored a publication in HEC recognized category X journal,

Thesis/Domain Title: Aspect Level Opinion Mining using Enhanced Classification scheme

Name:Syeda Rabail Zahra, INSTITUTE OF COMPUTING AND INFORMATION TECHNOLOGY GOMALUNIVERSITY DERA ISMAIL KHAN, KHYBER PAKHTUNKHWA, PAKISTAN
Year: 2015

Status: Supervising

Synopsis is approved from Advance Board of Studies, abstract will be uploaded later. Candidate is showing satisfactory performance. With her supervisor, she has co-authored a publication in HEC recognized category X journal,

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