146 results on '"MANAGEMENT science"'
Search Results
2. Process Mining.
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STATISTICAL process control , *PROCESS optimization , *MANAGEMENT science , *INFORMATION storage & retrieval systems , *LOCATION-based services - Abstract
The article discusses the use of process mining research to improve business process management (BPM) through event data analysis. According to the article, event logs can be used to identify processes, enhance process models, and check conformance. Topics include the growth of event data through storage capacity technology, location-based services, and cloud computing. The Process Mining Manifesto from the Institute of Electrical and Electronics Engineers (IEE) Task Force on Process Mining is mentioned.
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- 2012
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3. Practical Intelligence in IT : Assessing Soft Skills of IT Professionals.
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JOSEPH, DAMIEN, SOON ANG, CHANG, ROGER H. L., and SLAUGHTER, SANDRA A.
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INFORMATION technology , *JOB skills , *EXPERIENTIAL learning , *PROFESSIONAL relationships , *PSYCHOLOGICAL tests , *MANAGEMENT science - Abstract
The article presents information on a research study which focused on assessing the non-technical job-related skills of information technology (IT) professionals. Defined as soft skills, or practical intelligence, these abilities are generally acquired through on-the-job experience rather than formal instruction. A test for measuring this skill set, called SoftSkills for IT (SSIT) was administered to over 120 IT professionals and undergraduate students. The structure of the test is described, and its results are analyzed.
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- 2010
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4. IS INFORMATION SYSTEMS A REFERENCE DISCIPLINE?
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Katerrattanakul, Pairin, Han, Bernard, and Rea, Alan
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INFORMATION resources management , *COMPUTER science , *ACADEMIC discourse , *MANAGEMENT information systems , *COMPUTER programming , *INFORMATION technology , *MANAGEMENT science - Abstract
An analysis of information systems (IS) as an applied discipline is presented. The author reviews how IS has been conceived as growing from other foundational fields. such as computer science, management science, and organization science. A description and analysis of the six major IS journals is presented. According to the author, the article presents the results of research using citation analysis to examine how frequently articles published in IS journals are cited by publications in other disciplines.
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- 2006
5. THE DEEP STRUCTURE of BUSINESS PROCESSES.
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Dietz, Jan L.G.
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MANAGEMENT science , *OPERATIONS research , *INDUSTRIAL productivity , *METHODOLOGY , *ORGANIZATIONAL behavior , *INDUSTRIAL efficiency , *LANGUAGE-action paradigm - Abstract
The article focuses on the management science of business processes. A description and analysis of the language-action perspective (LAP)-based DEMO methodology is presented. It is the author's view that one of the benefits of having the essential model of an organization at your disposal is that it shows in a very concise form some interesting things about the construction and operation of the organization.
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- 2006
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6. SOFTWARE DEVELOPMENT TEAMS.
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Sawyer, Steve
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COMPUTER software development , *SOFTWARE engineering , *INFORMATION professionals , *MANAGEMENT science , *COMPUTER software developers , *TEAMS in the workplace - Abstract
This article focuses on software development by analyzing the ways software developers organize. By taking this social perspective, the article highlights how software production methods, techniques and tools are enmeshed in and enacted through the structures and interactions of the professionals who work together to build software. A social perspective considers the team as the unit of analysis, seeing it as more than the aggregate of individual software developers' attributes and actions. A social perspective contrasts with production-focused views of software development; social action becomes the focal activity, not the by-product of a method's prescription. More common perspectives on software development, such as the Software Engineering Institute's Capability Maturity Model (CMM), focus on the means of production — a techno-social approach. The People-Capability Maturity Model (P-CMM) complements this by explaining how people can best change their behavior to fit the CMM approach. Together, the CMM and PCMM reflect the traditional production first, people second, approach. INSET: Conceptual Bases of the Three Archetypes.
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- 2004
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7. Who Should Work with Whom?
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Gorla, Narasimhaiah and Lam, Yan Wah
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COMPUTER software development , *TEAMS in the workplace , *MANAGEMENT science - Abstract
The objective of this study is to find the relationship between personality composition of teams and the team performance in small software project teams. Software projects are plagued with cost and schedule overruns, costing billions of dollars to corporations and governments. One of the main factors contributing to such poor performance is software project team composition. Some of the team-related factors that can affect project performance are the personality composition of members, team leadership, and intrateam communication and coordination. It appears the human aspects of software development are more important than the technological aspects for better performance. In this study, the heterogeneity between the team leader and team members was analyzed. This was done by computing heterogeneity as the absolute difference between the score of the team leader and the average score of the other team members. Two of the personality dimensions- involving social interaction and information gathering were significantly related to team performance.
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- 2004
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8. MANAGING CONFLICT IN SOFTWARE TESTING.
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Cohen, Cynthia F., Birkin, Stanley J., Garfield, Monica J., and Webb, Harold W.
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COMPUTER software development , *CONFLICT management , *PERSONNEL management , *MANAGEMENT science - Abstract
The article reports that conflicts arise in organizations for a variety of reasons, including scarce resources, interdependent work, differentiated work, competitive reward systems, perceptions of inequity and asymmetrical distribution of power. While conflict does not always produce negative results and can even enrich organizational outcomes, it can certainly disrupt work processes and contribute to poor performance. Software development, like any other work activity, involves many possible sources of conflict that can undermine efficiency. The potential for conflict among software developers and users has been identified. Similarly, conflict can occur within the software development group itself, particularly during the inherently adversarial software testing process. Because conflict often has the potential to interfere with work performance and product quality it is important for both scholars and practitioners to identify its sources in software testing, and to understand its affect on work processes and outcomes.
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- 2004
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9. When Executive Code.
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TRAINING of executives , *MANAGEMENT science , *MANAGEMENT information systems , *INFORMATION resources management , *COMPUTER software - Abstract
The article reports that corporate executives are realizing that not only is managing software important, but it is also the essence of their work. For this reason the author conducted an experimental three-day program to teach executives about software. The target audience was executives and senior managers of companies going through a transition from their core businesses to software. There were financial executives, marketing types, hardware and manufacturing people, an occasional techie, and even corporate counsel. The subject of the symposium was this is what you need to know if you are an executive and you find your company is going software. The day program was lecture oriented. The issues discussed were organizational and process issues such as capability models, life cycles, methodologies, software taxonomies, architectures, and so forth. The day was dotted with exercises in thinking and problem solving designed to illustrate the kind of logical reasoning needed to apply to develop and maintain software.
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- 2004
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10. HOW TO IDENTIFY NEW HIGH-PAYOFF INFORMATION SYSTEMS FOR THE ORGANIZATION.
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Peffers, Ken and Gengler, Charles E.
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INFORMATION resources management , *INFORMATION resources , *MANAGEMENT science , *MANAGEMENT information systems - Abstract
CIOs manage the intensely competitive requests originating from throughout their organizations for increasingly constrained system development resources. At the strategic level, an organization needs new systems that create competitive advantage by adding value to products, reducing costs, or opening new marketing channels. At the tactical and operational levels, it faces steady demand for system change and enhancement to adapt its processes to new environments, products and markets, as well as for improved quality, service and productivity. There is no shortage of new IS project ideas; technology news, maintenance needs, and competitor behavior make that a certainty. Attentive managers find far more potential IS investments, many worthwhile, than can possibly be implemented. Some especially important projects are, however, likely to be hidden in this project idea deluge. Identifying and selecting those with the greatest potential contribution to achieving organizational goals is, consequently, a seemingly intractable task.
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- 2003
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11. On the Asymptotic Behavior of Time-Sharing Systems.
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Lipsky, Lester, Chee-Min Henry Lieu, Tehranipour, Abolfazl, van de Liefvoort, Appie, and Schwetman, Herbert D.
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REACTION time , *MULTIMEDIA systems , *COMPUTER systems , *PRODUCTION scheduling , *QUEUING theory , *MANAGEMENT science - Abstract
It is shown that time-sharing systems may have asymptotic response times whose dependence on the number of active users is not exclusively a function of 'think time' and maximal throughput under heavy load conditions. Two such cases (when there are multiple bottlenecks and when the time-sharing system shares the computer with batch jobs) are examined in detail. These results reduce the estimate of how many terminals may be supported by a given computer system without excessive queueing for resources. [ABSTRACT FROM AUTHOR]
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- 1982
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12. Regression-Adjusted Estimates for Regenerative Simulations, with Graphics.
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Adam, N., Heidelberger, P., and Lewis, P. A. W.
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STOCHASTIC convergence , *REGRESSION analysis , *SIMULATION methods & models , *SYSTEMS engineering , *QUEUING theory , *MANAGEMENT science - Abstract
The independent block structure of regenerative processes and the known convergence rates of the means of ratio estimators are exploited to produce bias-reduced regression-adjusted estimates (rare's) for regenerative simulations. Formal and graphical assessments of the evolution of the distributions of the estimates to normality and symmetry are given. Other graphs show the evolution of the bias in the estimates as well as the bias reduction achieved by the rare estimate. A protocol for guiding the analyst in the interactive and sequential use of the methodology is described. Sample graphs for the output of congested M/G/1 queueing simulations are displayed illustrating the application of the protocol. Empirical sampling tests on the statistical properties of the rare's are also reported. [ABSTRACT FROM AUTHOR]
- Published
- 1981
13. Minimum Mean-Squared-Error Estimators for Simulation Experiments.
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Adam, N., Donnelly, James H., and Shannon, Robert E.
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SIMULATION methods & models , *MATHEMATICAL models of decision making , *MATHEMATICAL optimization , *QUEUING theory , *MANAGEMENT science , *REGRESSION analysis - Abstract
The use of the mean-squared-error of the sample mean as a criterion for simulation experiments has been suggested in the literature. Interest in this criterion has led to the development of a proposed systematic methodology for obtaining a near optimal mean-squared-error estimator for the mean of a discrete, random event, autocorrelated process which has experienced a transient start-up condition. Application of the methodology to a pilot simulation process provides an experimenter with specific guidance in terms of the number of warm-up observations to delete and the number of simulation replications to conduct. Investigations with simple autoregressive and queueing processes have indicated that the methodology may be applicable to other simulation processes. The methodology may offer a possible alternative to the widely used rules-of-thumb employed by simulation practitioners for specifying simulation model operating conditions. [ABSTRACT FROM AUTHOR]
- Published
- 1981
14. Progress, Obstacles, and Opportunities in Software Engineering Economics.
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Kemerer, Chris F.
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SOFTWARE engineering , *MANAGEMENT science , *INFORMATION technology , *INFORMATION resources management , *COMPUTER input-output equipment , *COMPUTER software development , *ECONOMICS - Abstract
This article focuses on the progress, obstacles, and opportunities in software engineering economics. There are a number of research topics related to information system and economics including effective use of information technology, and efficient provision of IT resources. Software engineering economics (SEE) spans both these topics. While the economics of computer hardware have been relatively ignored in the management research literature, software has been an entirely different matter. Software costs continue to be significant, and industry's understanding of how to reduce them has improved only very slowly in contrast to hardware. The SEE research commonly has a significant technological component to it, much of the research is focused on evaluating promising new technologies or approaches to software development. Practitioners are most concerned about understanding what aspects of software engineering innovations have worked best and whether they are applicable to their particular situation.
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- 1998
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15. HOW VIRTUAL ORGANIZING IS TRANSFORMING MANAGEMENT SCIENCE.
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Faucheux, Claude
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MANAGEMENT science , *VIRTUAL corporations , *CORPORATIONS , *VIRTUAL reality , *COMPUTER simulation , *PROBLEM solving - Abstract
As a tool for self-examination in social context, particularly those at work, virtual organizing requires participants to share in the management of those context. The dynamics of virtual organizing are closely related to self-organizing, in making sense of one's action through elucidation of the experience of the actors themselves-who are best situated for doing so. This way of making sense is akin to the Bayesian approach to decision making in that it relies on the actor's own subjective estimates of probabilities when actuaries are not available to determine them "objectively." Contrary to the built-in myopia characteristic of speculative- and exploitive-minded action geared to relatively short-term benefits, a virtually minded strategy seeks to construct coevolving and lasting relationships over a longer-term horizon. The very logic of virtual organizing drives toward the longer term and toward more responsible relations with the environment. Solidarity with the wider system to which one belongs makes sense right from the start of the process of elaborating action.
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- 1997
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16. Designing Management Support Systems Using an Integrative Perspective.
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Dutta, Soumitra, Wierenga, Berend, and Dalebout, Arco
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DECISION support systems , *MANAGEMENT science , *EXPERT systems , *MANAGEMENT information systems , *DECISION theory , *INDUSTRIAL management - Abstract
The appropriate design of computer-based systems for supporting managers, referred to there as management support systems (MSS), is of central importance in both fundamental research and real-world application. By using a unique integrative approach, the authors developed and deployed a system for supporting managers of consumer products at a large manufacturer and were able to evaluate the system in actual use. The integrative perspective for designing MSS relates the object and mode of decision support required from a MSS to dominant system design characteristics. Three different objects of decision support are emphasized in the research: outcome, process and learning. Three different modes of decision support are considered in the integrative perspective: automate, informate and stimulate. The design characteristics of MSS can be described in terms of Silver's ideas of restrictiveness, guidance and customizability of MSS. Dominant matches between the objects and modes of decision support are mapped on to Silver's characterization of MSS design characteristics in the integrative perspective. The implications of the integrative perspective presented in this research are illustrated through the design of a marketing MSS called Brandframe.
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- 1997
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17. The Myth of the Elevator Pitch.
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BUSINESS communication , *BUSINESS presentations , *INFORMATION technology , *BUSINESS planning , *MANAGEMENT science , *INFORMATION technology projects - Abstract
The article focuses on the myth of the 'elevator pitch' in the information technology (IT) sector, which describes short summary that details the value of a product or service. Topics include the effectiveness of elevator pitches in obtaining funding for project development, how to obtain the desired results when giving an elevator pitch, and the importance of communication skills in presenting business plans or ideas. It is noted that those engaging in elevator pitches should be prepared, authentic, specific, and passionate.
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- 2012
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18. The Business of Software Practical Application of Theoretical Estimation.
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Armour, Phillip G.
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SOFTWARE measurement , *SOFTWARE productivity , *SOFTWARE engineering , *MANAGEMENT science - Abstract
The author offers his views on practical approaches to the theoretical estimation of software projects. A model developed by Larry Putnam, Sr. called the Software Lifecycle Model is described. It involves a reciprocal exponent relationship of effort/cost to development time. The model predicts a large increase in cost and effort when a project’s development duration is compressed and, conversely, significant savings obtainable by relaxing a project’s delivery schedule.
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- 2011
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19. Motivational Affordances: Reasons for ICT Design and Use.
- Author
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PING ZHANG
- Subjects
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INFORMATION & communication technologies , *COMMUNICATION & technology , *MANAGEMENT science , *INFORMATION technology , *INDUSTRIAL management ,HUMAN behavior research - Abstract
The article discusses investments made by organizations in information and communication technology (ICT), proposing 10 design principles used to guide ICT design so that such systems have motivational affordances. A definition of motivational affordances is given which includes the idea that the properties of an object support one's motivational needs. Topics include struggles encountered by ICT development firms in attracting potential consumers, why people avoid using ICT, and an understanding of ICT use behaviors.
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- 2008
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20. SELF-MANAGED SYSTEMS AND SERVICES.
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Martin-Flatin, Jean-Philippe, Sventek, Joe, and Geihs, Kurt
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INFORMATION technology , *INFORMATION networks , *MANAGEMENT science , *CONFIGURATION management , *COMPUTER networks , *BUSINESS enterprises - Abstract
This article reports on the importance of information technology (IT) services and infrastructures to modern enterprises. The article explains why traditional solutions for managing and controlling the networked systems and services that sustain them appear to have reached their limits. Management systems do not scale easily, and they can become difficult to configure and use. They struggle to correlate service-level problems with problems in the underlying performance. Also, the authors questioned the ability of existing management methodologies to cope with future enterprise IT infrastructures and services.
- Published
- 2006
21. Barriers to Effective Use of Knowledge Management Systems in Software Engineering.
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Desouza, Kevin C.
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KNOWLEDGE management , *INFORMATION science , *SOFTWARE engineering , *DATA mining , *MANAGEMENT science , *COMPUTER science - Abstract
Knowledge management has made headway in all fields in recent times and continues to emerge as a pivotal task for organizations to survive in today's competitive marketplace. The surge in interest can be attributed to the realization that organizations must not only exploit tangible resources but also focus on intangibles for effective and efficient attainment of organizational goals. Software engineering is a highly knowledge-intensive domain, in which the keys to success are related to one's experience in one or more of the following: systems design, coding, testing, and implementation. Within each of these domains, there can be many more subdomains. For example, in coding, one can categorize expertise based on the different languages such as C, C++ and Java, or platforms like Unix and Solaris, among others. Many IT and software firms have developed knowledge management systems in an effort to help programmers tap into their peers' experiences and to learn from each other. A vast majority of such systems employ the codification approach, in which a central repository holds knowledge under categories such as programming bugs, quality control reports, new developments and so forth.
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- 2003
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22. professional activities.
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CONFERENCES & conventions , *ELECTRONIC systems , *COMPUTER software , *MANAGEMENT science , *DATABASE management , *ELECTRONIC data processing - Abstract
This article focuses on a list of conferences related to computer systems. The ACM SIGACT-SIGMOD Conference on Principles of Database Systems is planned for March 29-31, 1982 in Los Angeles, California; The Symposium on Reliability in Distributed Software and Database Systems, to be held July 21-22, 1981, in Pittsburgh, Pennsylvania, will have sessions on robust concurrency control in distributed database management systems; language issues for reliability in distributed systems; The Annual Conference of the Association for the Development of Computer- Based Instructional Systems is designed to provide a setting for both formal and informal sharing of CBI experience, research findings. This meeting is to be held May 10-14, 1982, in Vancouver, British Columbia. An international conference. The Impact of Computerization on Social Science Research, is scheduled for September 14-18. 1981, in Grenoble, France.
- Published
- 1981
23. Computational sustainability
- Author
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Bistra Dilkina, Bart Selman, Daniel Freund, Warren B. Powell, Stefano Ermon, Steve Kelling, Angela K. Fuller, Alexander S. Flecker, John S. Selker, Carla P. Gomes, Douglas H. Fisher, Yexiang Xue, Milind Tambe, Mary Lou Zeeman, Fei Fang, Xiaoli Z. Fern, Christopher B. Barrett, Xiaojian Wu, John M. Gregoire, Alan Fern, Zico Kolter, John E. Hopcroft, Daniel Fink, Andrew Farnsworth, David B. Shmoys, Jon M. Conrad, Nicole D. Sintov, Thomas G. Dietterich, Abdul-Aziz Yakubu, Amulya Yadav, Daniel Sheldon, Christopher L. Wood, and Weng-Keen Wong
- Subjects
Engineering ,General Computer Science ,business.industry ,Management science ,02 engineering and technology ,Computational sustainability ,010501 environmental sciences ,01 natural sciences ,Humanity ,0202 electrical engineering, electronic engineering, information engineering ,Join (sigma algebra) ,020201 artificial intelligence & image processing ,business ,0105 earth and related environmental sciences - Abstract
Computer and information scientists join forces with other fields to help solve societal and environmental challenges facing humanity, in pursuit of a sustainable future.
- Published
- 2019
24. A century-long commitment to assessing artificial intelligence and its impact on society
- Author
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Barbara J. Grosz and Peter Stone
- Subjects
General Computer Science ,State (polity) ,Management science ,Political science ,media_common.quotation_subject ,05 social sciences ,0202 electrical engineering, electronic engineering, information engineering ,050301 education ,020201 artificial intelligence & image processing ,02 engineering and technology ,0503 education ,media_common - Abstract
A series of reports promises the general public a technologically accurate view of the state of AI and its societal implications.
- Published
- 2018
25. Technical perspective: An elegant model for deriving equations
- Author
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Sriram Sankaranarayanan
- Subjects
General Computer Science ,Computer science ,Management science ,Perspective (graphical) - Published
- 2021
26. Technical perspective: Robust statistics tackle new problems
- Author
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Jacob Steinhardt
- Subjects
General Computer Science ,Computer science ,Management science ,Perspective (graphical) ,Robust statistics - Published
- 2021
27. Technical perspective: XNOR-networks--powerful but tricky
- Author
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David Forsyth
- Subjects
XNOR gate ,General Computer Science ,Management science ,Computer science ,Perspective (graphical) - Published
- 2020
28. Ethical considerations in network measurement papers
- Author
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Mark Allman and Craig Partridge
- Subjects
General Computer Science ,Risk analysis (engineering) ,Management science ,Computer science ,Network measurement ,0202 electrical engineering, electronic engineering, information engineering ,020206 networking & telecommunications ,020201 artificial intelligence & image processing ,02 engineering and technology ,Affect (psychology) - Abstract
The most important consideration is how the collection of measurements may affect a person's well-being.
- Published
- 2016
29. Smart cities
- Author
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Rida Khatoun and Sherali Zeadally
- Subjects
General Computer Science ,Management science ,11. Sustainability ,0202 electrical engineering, electronic engineering, information engineering ,020206 networking & telecommunications ,020201 artificial intelligence & image processing ,02 engineering and technology ,Research opportunities ,Business ,Environmental planning ,Natural (archaeology) - Abstract
The aim is to improve cities' management of natural and municipal resources and in turn the quality of life of their citizens.
- Published
- 2016
30. Spatial computing
- Author
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Walid G. Aref, Steven Feiner, and Shashi Shekhar
- Subjects
General Computer Science ,Management science ,Computer science ,Data science ,Spatial computing - Abstract
Knowing where you are in space and time promises a deeper understanding of neighbors, ecosystems, and the environment.
- Published
- 2015
31. The future of semiconductors
- Author
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Samuel Greengard
- Subjects
Engineering ,General Computer Science ,business.industry ,Management science ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,02 engineering and technology ,021001 nanoscience & nanotechnology ,0210 nano-technology ,business - Abstract
Researchers are looking for new ways to advance semiconductors as Moore's Law approaches its limits.
- Published
- 2017
32. Broadening access to computing education state by state
- Author
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Mark Guzdial, Barbara Ericson, Renee Fall, and Rick Adrion
- Subjects
General Computer Science ,Management science ,Computer science ,business.industry ,020204 information systems ,0202 electrical engineering, electronic engineering, information engineering ,02 engineering and technology ,State (computer science) ,Telecommunications ,business - Abstract
Influencing computer science education at the state level.
- Published
- 2016
33. Computing at work: empowering action by 'low-level users'
- Author
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Clement, Andrew
- Subjects
Reengineering ,Company business planning ,Management science ,Reengineering (Management) ,Organizational behavior -- Planning - Abstract
Computers in the 1980s had to be user-friendly. Now, it seem they have to positively empower their users. The image of computers empowering people is a potent and appealing one. […]
- Published
- 1994
34. A decade of progress in parallel programming productivity
- Author
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John T. Richards, Calvin B. Swart, Christine A. Halverson, and Jonathan Brezin
- Subjects
General Computer Science ,Computer science ,Management science ,Productivity ,Manufacturing engineering - Abstract
Looking at the design and benefits of X10.
- Published
- 2014
35. Algorithmic trading review
- Author
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Michal Galas, Philip Treleaven, and Vidhi Lalchand
- Subjects
Scarcity ,Engineering management ,General Computer Science ,Management science ,Computer science ,media_common.quotation_subject ,Algorithmic trading ,computer.software_genre ,computer ,media_common - Abstract
The competitive nature of AT, the scarcity of expertise, and the vast profits potential, makes for a secretive community where implementation details are difficult to find.
- Published
- 2013
36. Humans in computing
- Author
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John Leslie King
- Subjects
General Computer Science ,Management science ,Political science ,Engineering ethics - Abstract
Considering the role of institutional review boards in computing research.
- Published
- 2015
37. Horner's Rule for the Evaluation of General Closed Queueing Networks.
- Author
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Reiser, M. and Kobayashi, H.
- Subjects
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QUEUING theory , *ALGORITHMS , *POLYNOMIALS , *COMBINATORICS , *FOUNDATIONS of arithmetic , *COMBINATORIAL optimization , *MATHEMATICAL optimization , *OPERATIONS research , *MANAGEMENT science - Abstract
The solution of separable closed queueing networks requires the evaluation of homogeneous multinomial expressions. The number of terms in those expressions grows combinatorially with the size of the network such that a direct summation may become impractical. An algorithm is given which does not show a combinatorial operation count. The algorithm is based on a generalization of Homer's rule for polynomials. It is also shown how mean queue size and throughput can be obtained at negligible extra cost once the normalization constant is evaluated. [ABSTRACT FROM AUTHOR]
- Published
- 1975
- Full Text
- View/download PDF
38. Coding guidelines
- Author
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Henry F. Ledgard and Robert C. Green
- Subjects
General Computer Science ,Multimedia ,Management science ,Computer science ,computer.software_genre ,computer ,Coding (social sciences) - Abstract
What separates good code from great code?
- Published
- 2011
39. Computing for the masses
- Author
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Zhiwei Xu and Guojie Li
- Subjects
Engineering management ,Engineering ,General Computer Science ,business.industry ,Management science ,business - Abstract
A new paradigm is needed to cope with the application, technology, and discipline challenges to our computing profession in the coming decades.
- Published
- 2011
40. Exploratory engineering in artificial intelligence
- Author
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Luke Muehlhauser and Bill Hibbard
- Subjects
General Computer Science ,Management science ,Computer science ,Intelligence assessment ,Exploratory engineering - Abstract
Using theoretical models to plan for AI safety.
- Published
- 2014
41. An interview with Ed Feigenbaum
- Author
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Len Shustek
- Subjects
ComputingMilieux_THECOMPUTINGPROFESSION ,General Computer Science ,Computer science ,business.industry ,Management science ,Field (Bourdieu) ,Artificial intelligence ,business ,Turing ,computer ,GeneralLiterature_MISCELLANEOUS ,computer.programming_language - Abstract
ACM Fellow and A.M. Turing Award recipient Edward A. Feigenbaum, a pioneer in the field of expert systems, reflects on his career.
- Published
- 2010
42. Technical perspective: Measuring optimization potential with Coz
- Author
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Landon P. Cox
- Subjects
General Computer Science ,Management science ,020204 information systems ,Perspective (graphical) ,0202 electrical engineering, electronic engineering, information engineering ,02 engineering and technology ,Psychology - Published
- 2018
43. Practitioner-based measurement
- Author
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M. Norman, Robert M. Hierons, S. T. Parkinson, and Mark Lycett
- Subjects
Capability Maturity Model ,Quality management ,Process management ,General Computer Science ,business.industry ,Management science ,Computer science ,Critical success factor ,Software development ,business ,Software measurement ,Software quality control ,Software quality - Abstract
Introduction The established philosophy within the software development industry is that an organization implementing a program to improve software quality can expect to recoup the cost of the implementation many times over through the reduced cost associated with improvements in quality. Measurement initiatives are perceived to provide a key contribution to quality improvement as evidenced by the focus of early measurement based initiatives and the place of measurement in the higher echelons of process initiatives. In general, organizations pursue measurement initiatives from a perspective that, without measurement, control is not possible. While organizations recognize that there are potential benefits to measuring their processes and products, however, they typically find it difficult to structure ad-hoc measures into a formal program -- a situation that is compounded by the significant cost of implementing such programs. Although these problems have led to some organizations moving away from measurement programs, many companies still use measurement programs as illustrated by the continued interest in, for example, the Capability Maturity Model. Given the appetite and potential returns on investment of measurement frameworks and initiatives, ways of successfully implementing them are important. With that importance in mind, this work evaluates the implementation of such a measurement framework in a major Insurance organization. A hybrid model -- practitioner-based -- was devised to incorporate the best aspects of current approaches and mitigate identified shortcomings. In order to continually improve software quality, research was conducted to understand the critical success factors in implementing software measurement programs, develop a measurement framework to address the critical success factors, implement a pilot program based on that framework, and reflect on the outcomes of implementation for future practice. We examine existing measurement frameworks in order to assess the critical success factors and the relative strengths and weaknesses of existing approaches in relation to those factors and describe the model that results from the outcomes of the analysis of strengths and weaknesses of existing approaches. Later, we describe the implementation of a pilot of the model in an established IT department and evaluate the success of the pilot and the implications for the state-of-the-art.
- Published
- 2010
44. Technical perspective: Designing algorithms and the fairness criteria they should satisfy
- Author
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Vincent Conitzer
- Subjects
General Computer Science ,Management science ,Computer science ,Perspective (graphical) - Published
- 2018
45. Elements of the theory of dynamic networks
- Author
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Othon Michail and Paul G. Spirakis
- Subjects
Engineering ,General Computer Science ,010201 computation theory & mathematics ,Management science ,business.industry ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,0102 computer and information sciences ,02 engineering and technology ,business ,01 natural sciences ,Engineering physics - Abstract
The challenge of computing in a highly dynamic environment.
- Published
- 2018
46. Designing data governance
- Author
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Vijay Khatri and Carol V. Brown
- Subjects
Project governance ,Knowledge management ,Data custodian ,General Computer Science ,business.industry ,Management science ,Data quality ,Corporate governance ,Accountability ,Information governance ,Business ,Enterprise data management ,Data governance - Abstract
Introduction Organizations are becoming increasingly serious about the notion of "data as an asset" as they face increasing pressure for reporting a "single version of the truth." In a 2006 survey of 359 North American organizations that had deployed business intelligence and analytic systems, a program for the governance of data was reported to be one of the five success "practices" for deriving business value from data assets. In light of the opportunities to leverage data assets as well ensure legislative compliance to mandates such as the Sarbanes-Oxley (SOX) Act and Basel II, data governance has also recently been given significant prominence in practitioners' conferences, such as TDWI (The Data Warehousing Institute) World Conference and DAMA (Data Management Association) International Symposium. The objective of this article is to provide an overall framework for data governance that can be used by researchers to focus on important data governance issues, and by practitioners to develop an effective data governance approach, strategy and design. Designing data governance requires stepping back from day-to-day decision making and focusing on identifying the fundamental decisions that need to be made and who should be making them. Based on Weill and Ross, we also differentiate between governance and management as follows: • Governance refers to what decisions must be made to ensure effective management and use of IT ( decision domains ) and who makes the decisions ( locus of accountability for decision-making ). • Management involves making and implementing decisions. For example, governance includes establishing who in the organization holds decision rights for determining standards for data quality. Management involves determining the actual metrics employed for data quality. Here, we focus on the former. Corporate governance has been defined as a set of relationships between a company's management, its board, its shareholders and other stakeholders that provide a structure for determining organizational objectives and monitoring performance, thereby ensuring that corporate objectives are attained. Considering the synergy between macroeconomic and structural policies, corporate governance is a key element in not only improving economic efficiency and growth, but also enhancing corporate confidence. A framework for linking corporate and IT governance (see Figure 1) has been proposed by Weill and Ross. Unlike these authors, however, we differentiate between IT assets and information assets: IT assets refers to technologies (computers, communication and databases) that help support the automation of well-defined tasks, while information assets (or data) are defined as facts having value or potential value that are documented. Note that in the context of this article, we do not differentiate between data and information. Next, we use the Weill and Ross framework for IT governance as a starting point for our own framework for data governance. We then propose a set of five data decision domains, why they are important, and guidelines for what governance is needed for each decision domain. By operationalizing the locus of accountability of decision making (the "who") for each decision domain, we create a data governance matrix, which can be used by practitioners to design their data governance. The insights presented here have been informed by field research, and address an area that is of growing interest to the information systems (IS) research and practice community.
- Published
- 2010
47. Design thinking
- Author
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Peter J. Denning
- Subjects
General Computer Science ,Computer science ,Management science ,Computational thinking ,Software design ,Design thinking ,Critical systems thinking - Abstract
Design thinking is the newest fashion for finding better solutions to problems. Combining it with computational thinking offers some real possibilities for improving software design.
- Published
- 2013
48. Balancing four factors in system development projects
- Author
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Chien-Lung Chan, James J. Jiang, Girish H. Subramanian, and Gary Klein
- Subjects
Flexibility (engineering) ,Process management ,General Computer Science ,business.industry ,Management science ,Computer science ,Process (engineering) ,Control (management) ,Software ,Systems development life cycle ,New product development ,Product (category theory) ,Project management ,business ,Agile software development - Abstract
Introduction The success of system development is most often gauged by three primary indicators: the number of days of deviation from scheduled delivery date, the percentage of deviation from the proposed budget, and meeting the needs of the client users. Tools and techniques to help perform well along these dimensions abound in practice and research. However, the project view of systems development should be broader than any particular development tool or methodology. Any given development philosophy or approach can be inserted into a systems development project to best fit the conditions, product, talent, and goals of the markets and organization. In order to best satisfy the three criteria, system development project managers must focus on the process of task completion and look to apply controls that ensure success, promote learning within the team and organization, and end up with a software product that not only meets the requirements of the client but operates efficiently and is flexible enough to be modified to meet changing needs of the organization. In this fashion, the project view must examine both process and product. Often, tasks required for project completion seem contradictory to organizational goals. Within the process, managerial controls are applied in order to retain alignment of the product to the initial, and changing, requirements of the organization. However, freedom from tight controls promotes learning. The product also has contradictions among desired outcomes. Designers must consider tradeoffs between product efficiency and flexibility, with the trend in processing power leading us ever more toward the flexibility side. Still, we rage between conflicting criteria, with the advocates of a waterfall system development lifecycle (SDLC) usually pushing more for control aspects and efficient operations while agile proponents seek more of a learning process and flexible product. Regardless of the development methodology followed, project managers must strive to deliver the system on time, within budget, and to meet the requirements of the user. Thus, both product and process are crucial in the determination of success. To compound the difficulties, those in control of choosing an appropriate methodology view success criteria from a different perspective than other stakeholders. Understanding how different stakeholders perceive these factors impacting eventual project success can be valuable in adjusting appropriate methodologies. Our study looks at these relationships using well established instruments in a survey of IS development professionals to better clarify the importance of these variables in system project success and any perceived differences among different players in IS development (see the sidebar on "How the Study Was Conducted").
- Published
- 2009
49. ViewpointResearch evaluation for computer science
- Author
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Bertrand Meyer, Jørgen Staunstrup, Jan van Leeuwen, and Christine Choppy
- Subjects
General Computer Science ,Management science ,Computer science - Abstract
Reassessing the assessment criteria and techniques traditionally used in evaluating computer science research effectiveness.
- Published
- 2009
50. CTO Roundtable
- Author
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Mache Creeger
- Subjects
Engineering management ,General Computer Science ,Management science ,Business ,Architecture ,Advice (programming) - Abstract
Leaders in the storage world offer valuable advice for making more effective architecture and technology decisions.
- Published
- 2008
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