Graph neural networks (GNN) are vital for analyzing real-world problems (e.g., network analysis, drug interaction, electronic design automation, e-commerce) that use graph models. However, efficient GNN acceleration faces with multiple challenges related to high and variable sparsity of input feature vectors, power-law degree distribution in the…

Open and distance learning (ODL) activities aim to meet the expectations and needs of different individuals, societies, and systems by ensuring the continuation of learning with a lifelong learning philosophy and an egalitarian policy for everyone, regardless of time and place. Support services, which address the differentiated expectations and…

Cloud computing is considered a new frontier in the field of computing, as this technology comprises three major entities namely: software, hardware and network. The collective nature of all these entities is known as the Cloud. This research aims to examine the impacts of various aspects namely: cloud computing, sustainability, performance…

Sharing user information between systems is an area of interest for every field involving personalization. Recommender Systems are more advanced in this aspect than Intelligent Tutoring Systems (ITSs) and Intelligent Learning Environments (ILEs). A reason for this is that the user models of Intelligent Tutoring Systems and Intelligent Learning…

While many talk about the cloud, few actually understand it. Three organizations' definitions come to the forefront when defining the cloud: Gartner, Forrester, and the National Institutes of Standards and Technology (NIST). Although both Gartner and Forrester provide definitions of cloud computing, the NIST definition is concise and uses…

Articles in this issue of "Global Journal of Computer Science and Technology" include: (1) Input Data Processing Techniques in Intrusion Detection Systems--Short Review (Suhair H. Amer and John A. Hamilton, Jr.); (2) Semantic Annotation of Stock Photography for CBIR Using MPEG-7 standards (R. Balasubramani and V. Kannan); (3) An Experimental Study…

Computer advances now let researchers quickly search through DNA sequences to find gene variations that could lead to disease, simulate how flu might spread through one's school, and design three-dimensional animations of molecules that rival any video game. By teaming computers and biology, scientists can answer new and old questions that could…

An outline is presented for a digital computer simulation model for an information network for the State of California. The methodology of simulation is discussed initially. The problems presented by the very large size of the system, in terms of materials, users, communication connections are depicted, and solutions are suggested which permit…

Eight papers are presented from the 1994 CAUSE conference track on information technology architectures as applied to higher education institutions. The papers include: (1) "Reshaping the Enterprise: Building the Next Generation of Information Systems Through Information Architecture and Processing Reengineering," which notes…

Eight papers are presented from the 1994 CAUSE conference track on new information technology and its uses in higher education institutions. The papers include: (1) "New Tools for Multimedia Development: ScriptX" (Edwin J. Pinheiro); (2) "Providing a Campus-Wide Software Server, or How to Be All Things to All People!," focusing…

Eight papers are presented from the 1994 CAUSE conference track on professional development for information professionals in higher education institutions. The papers include: (1) "New Opportunities in Training for Information Systems Professionals," which discusses staff training at Miami-Dade Community College (Florida) (Desiree…

This document presents the proceedings of a conference on new opportunities for partnerships within and among higher education institutions. Seven tracks, with seven to eight papers in each track, address the themes of: (1) partnering and partnerships in general; (2) customer-focused partnerships and collaboratives; (3) information as a strategic…

Eight papers are presented from the 1994 CAUSE conference track on information as a strategic resource in higher education institutions. The papers include: (1) "Development of an Electronic Information Policy Framework," focusing on developments at the University of North Carolina at Chapel Hill (William H. Graves and others); (2)…

Seven papers are presented from the 1994 CAUSE conference track on networking and information sharing among higher education institutions. The papers include: (1) "Integrated Statewide Infrastructure of Learning Technologies," focusing on the University of Wisconsin System (Lee Alley); (2) "Designing and Implementing a Network…

Seven papers are presented from the 1994 CAUSE conference track on partnering within and among higher education institutions in regard to information resources and technology. The papers include: (1) "Having Your Cake and Eating It Too: A Recipe for a Collaborative CWIS in a Decentralized Environment," which discusses the development of…