Faculty of Information Technology
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Ad Campaigns Generation Using Deep Learning Approach
(الجامعة الإسلامية بغزة, 2019-04)An advertising campaign is a set of advertising messages that related to each others. It identifies the message of promotion of a brand, a product, or a service. Campaigns usually use multiple media to promote the product ... -
A New Approach Based on Soft Frequent Pattern Mining for Detecting Significant Events in Arabic Microblogs
(الجامعة الإسلامية بغزة, 2018-08)Recently, Microblogs have become the new communication medium between users. It allows millions of users to post and share content of their own activities, opinions about different topics. Posting about occurring real-world ... -
Medium-Term Forecasting for Rain Amounts and Groundwater Production (Dear El-Balah City as A Case Study)
(الجامعة الإسلامية بغزة, 2018-09)Forecasting is a data mining technique which benefits from numerous sources of time-series data to derive value from historical data and helps business decision-makers for effective planning. Groundwater is the main water ... -
Performance Evaluation of RESTful Web Services for Mobile Devices
(2010)Smart Mobile devices and web services are becoming very popular. Mobile devices are physically constrained devices; low processor speed, limited memory, limited battery, and slow intermit wireless connection. This implies ... -
A Lexical Distance Study of Arabic Dialects
(Elsevier BV, 2018)Diglossia is a very common phenomenon in Arabic-speaking communities, where the spoken language is different from both Classical Arabic (CA) and Modern Standard Arabic (MSA). The spoken language is characterised as a number ... -
WikiDocsAligner: An Off-the-Shelf Wikipedia Documents Alignment Tool
(Institute of Electrical and Electronics Engineers (IEEE), 2017-05)Wikipedia encyclopedia is an attractive source for comparable corpora in many languages. Most researchers develop their own script to perform document alignment task, which requires efforts and time. In this paper, we ... -
Distributed Data Mining On Grid Environment
(2012)Data mining tasks considered a very complex business problem. In this research, we study the enhancement in the speedup of executing data mining tasks on a grid environment. Experiments were performed by running two main ... -
Forecasting Groundwater Production and Rain Amounts Using ARIMA-Hybrid ARIMA: Case Study of Deir El-Balah City in GAZA
(Institute of Electrical and Electronics Engineers (IEEE), 2018-10)Forecasting as a data mining technique offers the opportunity to leverage the numerous sources of time-series data, to support business decision-makers for effective planning and derive value from historical data. The lack ... -
A Social Network Analysis of Tweets during the Gaza War, Summer 2014
(Institute of Electrical and Electronics Engineers (IEEE), 2016-08-22)The platforms of social Networks play a growing role in influencing the public opinion. In addition, social Networks can describe the reaction of communities towards the reigning conflicts in the world. As a matter of fact, ... -
Prediction and diagnosis of leukemia using classification algorithms
(IEEE, 2017-05)Algorithms used in data mining techniques are of great importance in the field of health care, especially in the case of getting patterns or models that are undiscovered in databases. In the area of health care, leukemia ... -
Detecting Significant Events in Arabic Microblogs using Soft Frequent Pattern Mining
(Islamic University of Gaza, 2019-03-06)nowadays, people use microblogs as a main platform to write about events that occur in their environment. Many researches have been conducted for event detection on the English language, but, Arabic context has not received ... -
Assessing Research Data Output Management at the Managerial Levels at Partner PS HEIs
(2017-03)This report presents the findings of a needs assessment survey that was carried out with research managers in four Palestinian Higher Education Institutions (PS HEIs) between December 2016 and February 2017. The four ... -
Assessing Current Open Access and Research Data Management Practices and Services in Palestinian HEIs
(2017-03)This report presents the findings of a needs assessment survey that was carried out with researchers and academic staff in four Palestinian Higher Education Institutions (PS HEIs) between December 2016 and February 2017. ... -
Arabic Text Classification: Text Preprocessing, Term Weighting, and Morphological Analysis
(LAP LAMBERT Academic Publishing, 2011) -
OpinioNetIt: Understanding the Opinions-People network for politically controversial topics
(ACM, 2011)The wikileaks documents or the economic crises in Ireland and Portugal are some of the controversial topics being played on the news everyday. Each of these topics has many different aspects, and there is no absolute, ... -
Web mashup makers for casual users: a user experiment
(ACM, 2010)Web mashups are become increasingly popular. A mashup is a Web application that combines data from more than one source into a single integrated form. Several mashup creation tools, so-called mashup makers, exist and many ... -
An ontology based system for reusing components of web learning resources
(2008)AN ONTOLOGY BASED SYSTEM FOR REUSING COMPONENTS OF WEB LEARNING RESOURCES Iyad AlAgha Department of Computer Science University of Durham Durham DH1 3HP imqalagha@dur.ac.uk Liz Burd Department of Computer Science University ... -
Empowering web-based learning with semantic web technologies: The case of SWLinker
(IEEE, 2008)In this paper we present SWLinker, a system that aims to empower browsing of Web learning resources by the integration of Semantic Web technologies. It leverages the synergy of Learning Objects (LOs) on the Semantic Web ... -
Towards a constructivist approach to learning from hypertext
(ACM, 2009)How to help learners construct knowledge from hypertext and plan a navigation process on the Web are important issues in Web based learning. To provide solutions to these issues, this paper presents Knowledge Puzzle, a ...
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