Semantic data warehouse at the heart of competitive intelligence systems: Design approach

Author(s):  
Sabrina Abdellaoui ◽  
Fahima Nader
2017 ◽  
Vol 21 (4) ◽  
pp. 693-717 ◽  
Author(s):  
Surendra Sarnikar ◽  
Amit V. Deokar

Purpose This paper presents a design approach for process-based knowledge management (PKM) systems that can support knowledge-intensive processes where effective task execution is highly reliant on the knowledge and expertise of participants executing the tasks. The proposed design approach includes design methods and kernel theories governing the design of PKM systems and can also be easily integrated with existing systems analysis and design techniques. Design/methodology/approach The design science research methodology is used to design and develop the artifact which includes the overall PKM design approach. Information systems design theory is used as a high-level framework to develop and structure the design approach. Relevant design methods and behavioral theories are reviewed to identify kernel theories that guide the design and development of PKM systems. The design approach consists of meta-requirements for PKM systems and design processes to achieve the meta-requirements. A feasibility study is conducted to evaluate the feasibility of the proposed approach. Findings The design approach presented in this paper can guide system analysts and system developers in the design of knowledge management systems for supporting knowledge-intensive processes. The paper also includes a comprehensive design theory for PKM systems consisting of meta-requirements and a synthesis of various kernel theories into actionable design procedures. The proposed procedures include knowledge requirements modeling, knowledge flows modeling and knowledge and process performance modeling procedures. The feasibility study indicates that the PKM approach can be more useful and effective than solely using unified modeling language (UML)-based systems analysis and design techniques for the design of PKM systems. Research limitations/implications An implication to information systems design research is the feasibility of developing a specialized design approach that incorporates significant domain knowledge to solve complex information system design problems. An implication to practice is the significant potential to improve productivity and effectiveness of systems analysts and designers in developing PKM systems. A limitation is the small sample size of the feasibility study used to evaluate the ease of use and utility of the design approach. Originality/value The study makes a unique contribution by proposing a design approach that integrates business process and knowledge management considerations. The approach is particularly valuable because of the focus on integration with existing systems analysis and design techniques, thus allowing for easier adoption.


2018 ◽  
Vol 28 (2) ◽  
pp. 122-141 ◽  
Author(s):  
Christoph G. Schuetz ◽  
Simon Schausberger ◽  
Michael Schrefl

2018 ◽  
Author(s):  
Günter Ehmen ◽  
Kim Grüttner ◽  
Björn Koopmann ◽  
Frank Poppen ◽  
Philipp Reinkemeier ◽  
...  

10.29007/fq42 ◽  
2019 ◽  
Author(s):  
Maximilian Etschmaier

The paradigm of purposeful systems is used to analyze and define cyberspace as a collection of functions that are to be provided and preserved if harm to various elements of the space is to be avoided. We consider harm to individuals, groups of humans, as well as humanity as a whole and identify an overall systems approach to regulating cyberspace that can guide efforts currently undertaken by various governmental and industry organizations. The approach is based on clear universal ethical principles. The result will harness the full potential of cyberspace while eliminating opportunities for “bad actors” to reap undue benefits at the expense of individuals and the community.


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