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Snp Auto-Calling Using Artificial Neural Networks, Damien Spivak Aug 2005

Snp Auto-Calling Using Artificial Neural Networks, Damien Spivak

Theses

In recent years feedforward artificial neural networks (ANN) and their training algorithms have become an effective methodology for the construction of nonlinear systems that solve the statistical problem of classification. The ability of ANNs to solve this problem is highly germane to making progress in the refinement of DNA microarray analysis and techniques regarding this issue. This study attempts to deal with the classification of microarray data and the comparison and validation of simple feedforward ANNs in partitioning high dimensional data. In doing this the efficacy of using ANNs as a genotyping tool will be proven. Furthermore, it has been …

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Challenging Policies That Do Not Play Fair: A Credential Relevancy Framework Using Trust Negotiation Ontologies, Travis S. Leithead Aug 2005

Challenging Policies That Do Not Play Fair: A Credential Relevancy Framework Using Trust Negotiation Ontologies, Travis S. Leithead

Theses and Dissertations

This thesis challenges the assumption that policies will "play fair" within trust negotiation. Policies that do not "play fair" contain requirements for authentication that are misleading, irrelevant, and/or incorrect, based on the current transaction context. To detect these unfair policies, trust negotiation ontologies provide the context to determine the relevancy of a given credential set for a particular negotiation. We propose a credential relevancy framework for use in trust negotiation that utilizes ontologies to process the set of all available credentials C and produce a subset of credentials C' relevant to the context of a given negotiation. This credential relevancy …

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Quantified Model Of Cobit For Corporate It Governance, M. Sibghatullah Siddiqui, Dr. Syed Jamal Hussain Aug 2005

Quantified Model Of Cobit For Corporate It Governance, M. Sibghatullah Siddiqui, Dr. Syed Jamal Hussain

International Conference on Information and Communication Technologies

Now organizations are more concerned about the appropriate IT governance. The growing dependency on IT due to the increasing volume of business process automation further challenges the role of Information System Auditor. IT Governance Institute has developed COBIT1 as a model for this purpose [1][2]. The model proposed in this research quantifies the COBIT by developing matrices for all four domains of COBIT; hence it provides a quantitative approach for better implementation of corporate IT governance through effective audit and control.

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An Investigation Into The Skills Gap In The Software Industry Of Pakistan, Zareen Sharf, Dr. Wasim A. Khan Aug 2005

An Investigation Into The Skills Gap In The Software Industry Of Pakistan, Zareen Sharf, Dr. Wasim A. Khan

International Conference on Information and Communication Technologies

Software Industry workers require an adequate skill set to gain maximum output from the effective use of technology. The purpose of this study is to explore the nature of actual and desired software developer, jobs skill set. Survey methodology will be used to obtain reports of actual skill level and those desired to define common dimensions of the software developer skill set. Anticipated results will add to the existing body of IT job skills knowledge and may provide practice with job development and career planning guidance. We also intend to propose a skill standard for the software industry of Pakistan …

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Implementation And Analysis Of Cmmi's Configuration Management Process Area; Applicable To "Defined" Level - 3, Ahmad Luqman Aug 2005

Implementation And Analysis Of Cmmi's Configuration Management Process Area; Applicable To "Defined" Level - 3, Ahmad Luqman

International Conference on Information and Communication Technologies

Enterprise Resource Planner (ERP) is a strategically important tool as integrated business application for long-term success in an increasingly competitive global market. This system requires the integration of data and business processes across the whole enterprise. In order to develop a good quality product there is a need of applying proper model. It becomes more costly in terms of training, appraisals, and improvement activities while applying multiple models that are not integrated within and across an organization. Where as Capability Maturity Model Integration is a set of integrated models that successfully addresses multiple disciplines and has integrated training support. Objective …

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A Comparative Study And Analysis Of Pvm And Mpi For Parallel And Distributed Systems, Dr. Syed Jamal Hussain, Ghufran Ahmed Aug 2005

A Comparative Study And Analysis Of Pvm And Mpi For Parallel And Distributed Systems, Dr. Syed Jamal Hussain, Ghufran Ahmed

International Conference on Information and Communication Technologies

Networks of Workstations (NOWs) based on various operating systems are globally accepted as the standard for computing environments in the IT industry. To harness the tremendous potential for computing capability represented by these NOWs, various new tools are being developed. Parallel Virtual Machine (PVM) and Message Passing Interface (MPI) have existed on UNIX workstations for some time, and are maturing in their capability for handling Distributed Parallel Processing (DPP). This research is aimed to explore each of these two vehicles for DPP, considering capability, ease of use, and availability, and compares their distinguishing features; and also explores programmer interface and …

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Mapping Ogc Prince 2 To Sei Cmmi 1.1, Ahmad Luqman, Fida Hussain, Dr. S. Tauseef -Ur- Rehman Aug 2005

Mapping Ogc Prince 2 To Sei Cmmi 1.1, Ahmad Luqman, Fida Hussain, Dr. S. Tauseef -Ur- Rehman

International Conference on Information and Communication Technologies

The Capability Maturity Model Integration (CMMI) version 1.1, developed by the Software Engineering Institute (SEI), USA and the PRoject IN Controlled Environment (PRINCE) version 2 developed by Central Computing and Telecommunications Agency (CCTA) now Office of Government Commerce (OGC) as UK Government standard for IT Project Management, share a common concern with Project and Quality management by improved process management. Both are driven by similar concerns and intuitively correlated. Organizations concerned with PRINCE 2 certification often question its overlap with the CMMI. We have looked into OGC PRINCE 2 process/components and map it to the different goals/practices in the SEI …

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Towards Knowledge Morphing: A Triangulation Approach To Link Tacit And Explicit Knowledge, Fehmida Hussain, Syed Sibte Raza Abidi, Syed Ali Raza Aug 2005

Towards Knowledge Morphing: A Triangulation Approach To Link Tacit And Explicit Knowledge, Fehmida Hussain, Syed Sibte Raza Abidi, Syed Ali Raza

International Conference on Information and Communication Technologies

Current knowledge management systems are largely designed to deal with a single knowledge modality. Given the diversity of knowledge modalities that encompass any given topic/problem it is reasonable to demand access and use of all available knowledge, irrespective of their representation modality, to derive a knowledge-mediated solution. This calls for selecting all knowledge elements (represented in different modalities) that are relevant to the solution of the problem at hand. Thus here we pursue the specification and implementation of such a knowledge-mediated solution using a triangulation approach leading to Knowledge Morphing. In this paper we present a tacit-explicit knowledge morphing (TEKM) …

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Poster Session A: A Multi-Priority Application Framework For Mobile Ad Hoc Networks, M. Ibrahim Channa, Ahsan Chaudhry, Kashif Sharif, Irum Memon Aug 2005

Poster Session A: A Multi-Priority Application Framework For Mobile Ad Hoc Networks, M. Ibrahim Channa, Ahsan Chaudhry, Kashif Sharif, Irum Memon

International Conference on Information and Communication Technologies

The fast spread of small wireless computers has enabled the design and deployment of wireless Ad Hoc networks. Typical applications proposed for such networks include both Real Time and Non-Real Time applications. We propose an architecture that provides a complete framework for Real Time applications and Best Effort traffic. The proposed architecture comprises of an Ad Hoc Routing Protocol for route setup and route repair, a Bandwidth Allocation and Reservation Scheme for Real Time traffic, and a MAC layer protocol that provides traffic differentiation. The Admission Control module is used to admit or reject a new Real Time flow request …

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Keynote: The Use Of Meta-Heuristic Algorithms For Data Mining, Dr. Beatrize De La Iglesia, A. Reynolds Aug 2005

Keynote: The Use Of Meta-Heuristic Algorithms For Data Mining, Dr. Beatrize De La Iglesia, A. Reynolds

International Conference on Information and Communication Technologies

In this paper we explore the application of powerful optimisers known as metaheuristic algorithms to problems within the data mining domain. We introduce some well-known data mining problems, and show how they can be formulated as optimisation problems. We then review the use of metaheuristics in this context. In particular, we focus on the task of partial classification and show how multi-objective metaheuristics have produced results that are comparable to the best known techniques but more scalable to large databases. We conclude by reinforcing the importance of research on the areas of metaheuristics for optimisation and data mining. The combination …

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Keynote: Emerging Era Of Cooperative Empowerment: Grid, Peer-To-Peer, And Community Computing, Dr. Javed I. Khan Aug 2005

Keynote: Emerging Era Of Cooperative Empowerment: Grid, Peer-To-Peer, And Community Computing, Dr. Javed I. Khan

International Conference on Information and Communication Technologies

In this paper we discuss an emerging trend in high performance computing-the social or community computing. The emergence of screensaver computing, grid computing, peer-to-peer systems, and their demonstrated ability to garner computing power as potent as the supercomputers seems to be auspicious. In this paper we discuss the new phenomenon of community computing-including their potential applications in solving a new set of grand challenge problems. We also discuss the previously uncharted technological challenges architects of these new paradigms are addressing.

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Tcp Attack Analysis On Packets Captured Using Symantec Decoy Server, Ali Bakhtiar Nizamani, Bahari Belaton Aug 2005

Tcp Attack Analysis On Packets Captured Using Symantec Decoy Server, Ali Bakhtiar Nizamani, Bahari Belaton

International Conference on Information and Communication Technologies

This paper discusses results obtained from Symantec Decoy Server (previously known as Mantrap) with an introduction to honeypots. Lance Spitzner of the Honeynet Project introduced the concept of honeypots. A honeypot is in essence a decoy server, which has no real or strategic value and is only setup to attract crackers towards it. The idea is to trap the crackers and learn cracking techniques from them. Rapid increase in unauthorized intrusions over the Internet provides a great motivation to explore honeypots at a greater depth. We will provide analysis on TCP based denial of service attack carried out on Symantec …

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Secured Network Model For Management Information System Based On Ip Security (Ipsec) Encryption Using Multilayered Approach Of Network Security, Dr. Amir Hassan Pathan, Muniza Irshad Aug 2005

Secured Network Model For Management Information System Based On Ip Security (Ipsec) Encryption Using Multilayered Approach Of Network Security, Dr. Amir Hassan Pathan, Muniza Irshad

International Conference on Information and Communication Technologies

Secured flow of information through the network and play important role in the management information systems. In this paper I describe Secured Network Model For Corporate & Business Organization In Based On Network Level IP Security (IPSec) Encryption & Its Physical Layout Using Multilayered Approach. I have four important considerations for adoption of secured network model as secured network model for management information system.

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A Performance Comparison Of Data Encryption Algorithms, Aamer Nadeem, Dr. M. Younus Javed Aug 2005

A Performance Comparison Of Data Encryption Algorithms, Aamer Nadeem, Dr. M. Younus Javed

International Conference on Information and Communication Technologies

The principal goal guiding the design of any encryption algorithm must be security against unauthorized attacks. However, for all practical applications, performance and the cost of implementation are also important concerns. A data encryption algorithm would not be of much use if it is secure enough but slow in performance because it is a common practice to embed encryption algorithms in other applications such as e-commerce, banking, and online transaction processing applications. Embedding of encryption algorithms in other applications also precludes a hardware implementation, and is thus a major cause of degraded overall performance of the system. In this paper, …

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Identification Of Ip Information Of Pakistan & Vulnerability Assessment, Nizar Diamond Ali Aug 2005

Identification Of Ip Information Of Pakistan & Vulnerability Assessment, Nizar Diamond Ali

International Conference on Information and Communication Technologies

Detailed IP information of Pakistan was not available prior to this study - at least not to the general public. It was not known how to harvest this information, from where and using which tools. This study came as answer to this challenge and shows how the IP information can be collected, what sources of information to use, methodologies to adopt and tools to utilize for this purpose. The next step was find out areas where network security lapses are present - i.e., to see which servers and which services are vulnerable to known attacks and vulnerabilities. In this way, …

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Exploring The Possibility Of Implementing Telecommuting At University Utara Malaysia (Uum), Dr. Wan Rozaini Sheik Osman, Haitham Rashdan Aug 2005

Exploring The Possibility Of Implementing Telecommuting At University Utara Malaysia (Uum), Dr. Wan Rozaini Sheik Osman, Haitham Rashdan

International Conference on Information and Communication Technologies

Global technology has quickly progressed to provide more accessible business modes of communication. The image of the traditional workplace as a particular place to go to work is being replaced with employees working wherever they can be most efficient and productive, whether at home, on a plane, on the road, or a telework center. The availability of affordable technology has been one of the major contributors to the "any time, any place" telecommuting trend. The purpose of this study is to investigate the possibility of the implementation of teleworking at University Utara Malaysia (UUM), the suitable job selection criteria, the …

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Knowledge Management In Public Sector Universities Of Pakistan, Eram Abbasi, Arshad Siddiqui Aug 2005

Knowledge Management In Public Sector Universities Of Pakistan, Eram Abbasi, Arshad Siddiqui

International Conference on Information and Communication Technologies

In the modern era of globalization of business, 'Information & Knowledge' is considered as the most vital resource for organizational stability. Businesses significantly depend on efficient management of 'Information' and transforming it into 'Knowledge'. Even though Information and Knowledge have been recognized as the vital resource, still the concepts of 'Information Systems' and 'Knowledge Management' are yet misunderstood. The paper firstly reviews the foundations of Information Systems to establish the basis for the conceptual understanding of 'Knowledge Management'. With these theoretical bases, then a generalized model for 'Knowledge Management' has been proposed. The discussion continues with concepts as to how …

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Using Agents For Unification Of Information Extraction And Data Mining, Sharjeel Imtiaz, Azmat Hussain, Dr. Sikandar Hiyat Aug 2005

Using Agents For Unification Of Information Extraction And Data Mining, Sharjeel Imtiaz, Azmat Hussain, Dr. Sikandar Hiyat

International Conference on Information and Communication Technologies

Early work for unification of information extraction and data mining is motivational and problem stated work. This paper proposes a solution framework for unification using intelligent agents. A Relation manager agent extracted feature with cross feedback approach and also provide a Unified Undirected graphical handle. An RPM agent an approach to minimize loop back proposes pooling and model utilization with common parameter for both text and entity level abstractions.

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Opnet, Arne, And The Classroom, Philip Doane Aug 2005

Opnet, Arne, And The Classroom, Philip Doane

Regis University Student Publications (comprehensive collection)

This paper examines OPNET Technology, Inc's management programs, and Regis University's Academic Research Network (ARNe) needs to find out which OPNET programs can meet the needs of ARNe. The method used was to examine ARNe's needs, and research Microsoft's SMF/MOF management framework, research OPNET's program and module offerings, research OPNET's University Program, and research how OPNET's programs are used at some other universities. The research was used to create a match up between Microsoft's Service Management Functions and OPNET's programs and modules. And it was used to create a list of textbooks, labs, and lab manuals that would work with …

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The Role Of White Hat Hackers In Information Security, Amit Anand Jagnarine Aug 2005

The Role Of White Hat Hackers In Information Security, Amit Anand Jagnarine

Honors College Theses

No abstract is available.

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Self-Adjusting Finite State Machines: An Approach To Real-Time Autonomous Behavior In Robots, Scott Schwartz Aug 2005

Self-Adjusting Finite State Machines: An Approach To Real-Time Autonomous Behavior In Robots, Scott Schwartz

Computer Science Honors Theses

In the Robotics industry, it is a frequent requirement that robots operate in real-time. The usual approach to this issue involves creating robots driven entirely by direct environmental input rather than complicated planning and decision-making AI. This approach means that the current state of the robot in relation to its environment exclusively determines the actions of the robot. In the simplest terms, this approach creates a Finite State Machine (FSM). Clearly, a standard FSM is completely pre-deterministic upon its creation. This is a drawback which immediately disallows the robot to cope with dynamic environments in an autonomous manner. This research …

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Task Similarity Measures For Transfer In Reinforcement Learning Task Libraries, James Carroll, Kevin Seppi Aug 2005

Task Similarity Measures For Transfer In Reinforcement Learning Task Libraries, James Carroll, Kevin Seppi

Faculty Publications

Recent research in task transfer and task clustering has necessitated the need for task similarity measures in reinforcement learning. Determining task similarity is necessary for selective transfer where only information from relevant tasks and portions of a task are transferred. Which task similarity measure to use is not immediately obvious. It can be shown that no single task similarity measure is uniformly superior. The optimal task similarity measure is dependent upon the task transfer method being employed. We define similarity in terms of tasks, and propose several possible task similarity measures, dT, dp, dQ, and dR which are based on …

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Spawn: Service Provision In Ad-Hoc Wireless Networks, Radu Handorean, Gruia-Catalin Roman, Rohan Sen, Gregory Hackmann, Christopher Gill Aug 2005

Spawn: Service Provision In Ad-Hoc Wireless Networks, Radu Handorean, Gruia-Catalin Roman, Rohan Sen, Gregory Hackmann, Christopher Gill

All Computer Science and Engineering Research

The increasing ubiquity of wireless mobile computing platforms has opened up the potential for unprecedented levels of communication, coordination and collaboration among mobile computing devices, most of which will occur in an ad hoc, on-demand manner. This paper describes SPAWN, a middleware supporting service provision in ad-hoc wireless networks. The aim of SPAWN is to provide the software resources on mobile devices that facilitate electronic collaboration. This is achieved by applying the principles of service oriented computing (SOC), an emerging paradigm that has seen success in wired settings. SPAWN is an adaptation and extension of the Jini model of SOC …

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Enterprise Applications Of Semantic Web: The Sweet Spot Of Risk And Compliance, Amit P. Sheth Aug 2005

Enterprise Applications Of Semantic Web: The Sweet Spot Of Risk And Compliance, Amit P. Sheth

Kno.e.sis Publications

Semantic Web is in the transition from vision and research to reality. In this early state, it is important to study the technical capabilities in the context of real-world applications, and how applications built using the Semantic Web technology meet the real market needs. Beyond push from research, it is the market pull and the ability of the technology to meet real business needs that is a key to ultimate success of any technology. In this paper, we discuss the market of Risk and Compliance which presents unique market opportunity combined with challenging technical requirements. We discuss how the Semantic …

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Searching Multi-Hierarchical Xml Documents: The Case Of Fragmentation, Alex Dekhtyar, Ionut E. Iacob, Srikanth Methuku Aug 2005

Searching Multi-Hierarchical Xml Documents: The Case Of Fragmentation, Alex Dekhtyar, Ionut E. Iacob, Srikanth Methuku

Computer Science and Software Engineering

To properly encode properties of textual documents using XML, multiple markup hierarchies must be used, often leading to conflicting markup in encodings. Text Encoding Initiative (TEI) Guidelines [1] recognize this problem and suggest a number of ways to incorporate multiple hierarchies in a single well-formed XML document. In this paper, we present a framework for processing XPath queries over multi-hierarchical XML documents represented using fragmentation, one of the TEI-suggested techniques. We define the semantics of XPath over DOM trees of fragmented XML, extend the path expression language to cover overlap in markup, and describe FragXPath, our implementation of the proposed …

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Integration Of Interactive Voice Response Unit And Outage Management System, Chaomei Jiang Aug 2005

Integration Of Interactive Voice Response Unit And Outage Management System, Chaomei Jiang

Regis University Student Publications (comprehensive collection)

This project provides a technical solution that integrates the Interactive Voice Response Unit (IVR) and the Outage Management System (OMS) for the Public Service Company. The IVR system is introduced because its automatic call logging functionality can process a large volume of phone calls from the customers reporting electrical service problems. This is a major improvement over the current Trouble Call Center (TCC) infrastructure that has a limited number of agents handling a relatively small number of customer calls. Because OMS can receive more calls, it then can predict the outage locations and causes more accurately, dispatch more repair crews …

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Effects Of Information And Machine Learning Algorithms On Word Sense Disambiguation With Small Datasets, Gondy Leroy, Thomas C. Rindflesch Aug 2005

Effects Of Information And Machine Learning Algorithms On Word Sense Disambiguation With Small Datasets, Gondy Leroy, Thomas C. Rindflesch

CGU Faculty Publications and Research

Current approaches to word sense disambiguation use (and often combine) various machine learning techniques. Most refer to characteristics of the ambiguity and its surrounding words and are based on thousands of examples. Unfortunately, developing large training sets is burdensome, and in response to this challenge, we investigate the use of symbolic knowledge for small datasets. A naïve Bayes classifier was trained for 15 words with 100 examples for each. Unified Medical Language System (UMLS) semantic types assigned to concepts found in the sentence and relationships between these semantic types form the knowledge base. The most frequent sense of a word …

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The Design And Implementation Of The Megacomm Media Center's Extranet, Kenneth J. Quigley Aug 2005

The Design And Implementation Of The Megacomm Media Center's Extranet, Kenneth J. Quigley

Regis University Student Publications (comprehensive collection)

The Purpose of this thesis is to document the project that designed, configured and implemented a network infrastructure that provided the capability to segment, current and future, non-MegaComm Media Center companies that need IT services from the MegaComm Media Center (MMC) and provided Business-to- Business connectivity. The MegaComm Media Center, located in Littleton, Colorado, is a wholly owned subsidiary of the MegaComm Corporation. The MMC provides unique services to the cable industry. In support of these services, the MMC hosts several tenants. Prior to this project the tenants had access to internal MMC networks. The MMC also has several vendors …

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Impact On Open Source Software Performance: A View From Social Structure, Y. Long, Keng Siau Aug 2005

Impact On Open Source Software Performance: A View From Social Structure, Y. Long, Keng Siau

Research Collection School Of Computing and Information Systems

Open source software (OSS) has drawn increasing attention from both practitioners and researchers in recent years. However, few empirical studies have investigated the interaction process of OSS teams during OSS development. This research has two primary objectives. The first is to study the social structure of OSS teams. The second is to investigate the factors impacting the social structure of OSS teams as well as the effects of the social structure on OSS performance. Based on the social structure and social network theory, and group-related theories, this paper first presented a general research framework, then discussed research methodology, and finally …

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Introduction: Human-Computer Interaction Studies In Management Information Systems, Fiona Fui-Hoon Nah, P. Zhang, S. Mccoy Aug 2005

Introduction: Human-Computer Interaction Studies In Management Information Systems, Fiona Fui-Hoon Nah, P. Zhang, S. Mccoy

Research Collection School Of Computing and Information Systems

Human-computer interaction (HCI) is a critical area of research and practice that spans several disciplines, including industrial engineering, management information systems (MIS), computer science, information science, psychology, sociology, and anthropology. HCI research within the MIS discipline has distinct features shaped by the evolution and current state of MIS. Originating as applied computer science in the 1970s, MIS gradually transformed into a more social science–oriented discipline (Baskerville & Myers, 2002). MIS is broadly defined as “the effective design, delivery, and use of information systems in organizations” (Keen, 1980, p. 14). The two distinguishing features of MIS compared to other "homes" of …

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