This is a special issue published in version 1.0 of "Global Journal of Computer Science and Technology." Articles in this issue include: (1) [Theta] Scheme (Orthogonal Milstein Scheme), a Better Numerical Approximation for Multi-dimensional SDEs (Klaus Schmitz Abe); (2) Input Data Processing Techniques in Intrusion Detection…

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…

Described are some of the ways in which computers can enter invisibly into people's lives. The social issues that embodied virtuality will engender are discussed. The hardware and software, connected by wires, radio waves, and infrared that will allow this to occur are described. (KR)

Creative applications of computer networks are discussed. Products and services of the future that come from imaginative applications of both channel and computing capacity are described. The topics of entertainment, transactions, and electronic personal surrogates are included. (KR)

Technologies that enhance the ability to create and understand information have led to changes in the traditional legal concepts of property, ownership, originality, privacy, and intellectual freedom. The importance of government addressing such issues and investing in development of a high-capacity computer network is discussed. (KR)

The demands placed on the networks transporting the information and knowledge generated by the increased diversity and sophistication of computational machinery are described. What is needed to support this increased flow, the structures already in place, and what must be built are topics of discussion. (KR)

The changes in the relationship between the computer and user from that of an isolated productivity tool to than of an active collaborator in the acquisition, use, and creation of information, as well as a facilitator of human interaction are discussed. The four paradigms of computing are compared. (KR)

The infrastructure created by fusing computing and communications technologies is described. The effect of this infrastructure on the economy and society of the United States is discussed. The importance of knowing the value and role of information is emphasized. (KR)

The ways in which computer networks are forging new kinds of markets and new ways to manage organizations are described. Discussed are the results of these innovations, which include changes in corporate structure and management style. (KR)

Discussed is how globally networked, easy-to-use computers can enhance learning only within an educational environment that encourages students to question "facts" and seek challenges. The strengths and weaknesses of computers used as amplifiers for learning are described. (KR)

Discussed are how computer networks can affect the nature of work and the relationships between managers and employees. The differences between face-to-face exchanges and electronic interactions are described. (KR)

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…