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经验
Solo Developer
8月 2009 - 现在
I am the solo developer of the web based MMORPG game MonsterMMORPG
You can play for free and see its features : https://www.monstermmorpg.com/Register
Over 1 million registered players, millions of records having tables getting updated every second
Coded with ASP.NET, C#, MS-SQL, Jquery, Javascript, HTML
教育
PhD Degree in Computer Engineering
(4 年)
Master's Degree in Computer Engineering
(2 年)
Bachelor's Degree in Computer Engineering
(5 年)
出版物
PRODUCT SEARCH ENGINE USING PRODUCT NAME RECOGNITION AND SENTIMENT ANALYSIS
Çukurova University
In this study, a novel product search engine system which consists of a focused crawler, a record linkage system and a sentiment analyzer is proposed. We develop an original focused web crawler for E-commerce sites, and the challenges and our proposed solutions are presented in detail. A sentiment analyzer is developed to classify E-commerce product comments into polarities as negative or positive. A novel record linkage system for...
Efficient Feature Selection for Product Labeling over Unstructured Data
(IJACSA) International Journal of Advanced Computer Science and Applications
The paper introduces a novel feature selection algorithm for labeling identical products collected from online web resources. Product labeling is important for clustering similar or same products. Products blindly crawled over the web sources, such as online sellers, have unstructured data due to having features expressed in different representations and formats. Such data result in feature vectors whose representation is unknown and non-uniform in length. Thus, product labeling...
An Incremental Hierarchical Clustering Based System For Record Linkage In E-Commerce Domain
The Computer Journal
In this study, a novel record linkage system for E-commerce products is presented. Our system aims to cluster the same products that are crawled from different E-commerce websites into the same cluster. The proposed system achieves a very high success rate by combining both semi-supervised and unsupervised approaches. Unlike the previously proposed systems in the literature, neither a training set nor structured corpora are necessary...
Challenges and possible severe legal consequences of application users identification from CNG-Logs
Forensic Science International: Digital Investigation
Due to the increase in the use of Internet-connected devices and the limited number of available Internet Protocol Version 4 (IPv4) addresses, a system necessity that would share the same Internet Protocol (IP) address among multiple end-users emerged. These systems that will allow end-users to share the same IP address are commonly called Carrier-Grade Network (CGN) Address Translation (CGNAT). Even though the laws may vary among...
New metrics for clustering of identical products over imperfect data
Turkish Journal of Electrical Engineering & Computer Sciences
This paper introduces the concept of product identity-clustering based on new similarity metrics and new
performance metrics for web-crawled products. Product identity-clustering is defined here as the clustering of identical
products, e.g., for price comparison purposes. Products blindly crawled over web sources, e.g., online marketplaces, have
different description formats, where the features describing the same ...
A Product Search Engine Supporting “Best Product” Queries
Çukurova University Journal of the Faculty of Engineering and Architecture
In this study, a novel product search engine system which supports “find the best products for a given
category” type queries is proposed. The product search engine system consists of a focused crawler, a
record linkage system, a sentiment analyzer, and a query engine system. The focused crawler is used to
crawl product information from various e-commerce sites; the record linkage system determines the
identical products that are crawled from different...
Focused Web Crawler Development Challenges: Eccrawler
International Journal of Computer Science and Engineering (IJCSE)
Nowadays, the importance of focused web crawlers is more than any time before. As the web has become massive
and spam my, it is now essential to have focused web crawlers that can crawl only the targeted websites and obtain the
necessary information. Instead of relying on the available public general web crawlers, today, developing a focused web
crawler for the targeted web pages is preferred to increase success of information retrieval. In this paper...
An Experimental Investigation of Document Vector Computation Methods for Sentiment Analysis of...
Çukurova University Journal of the Faculty of Engineering and Architecture
Abstract
Sentiment analysis is the task of identifying overall attitude of the given text documents by using text
analysis and natural language processing techniques. In this study, we present experimental results of
sentiment analysis on movie and product reviews datasets that are in Turkish and English languages by
using a Support Vector Machine (SVM) classifier. Moreover, we compare different document vector
computation techniques and show their effects on the sentiment analysis...
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