Design Science Research

Dresch, Aline; Lacerda, Daniel Pacheco; AntunesJr, José Antônio Valle

doi:10.1007/978-3-319-07374-3_4

Cited by 77 publications

(75 citation statements)

References 23 publications

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“…Researchers must adapt and contextualize research methods for the specific investigation that will be carried out. [9] Establishing research methods and approaches is an important thing that needs to be done. This is because with the right method, researchers will be able to get answers to the problems posed in their research [10].…”

Section: Methodsmentioning

confidence: 99%

“…In addition, the use of adequate research methods also supports the recognition of feasibility and validity from the scientific community, and shows that the research carried out is reliable and valid. Among the many existing methods, this research is a mathematical research that uses literature to obtain solutions to the given problems [9]. The case raised and will be modeled is the interaction between local religion and official religion.…”

Section: Methodsmentioning

confidence: 99%

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Stability Analysis of Lotka-Volterra Model in The Case of Interaction of Local Religion and Official Religion

Hidayati

Kurniawan

2021

IJERSC

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The purpose of this research is to examine the interaction of local religions and official religions using the Lotka Volterra equation model. This study uses a literature study, which means that all the material in this study is taken, collected and compiled from various existing book sources. The steps in this study are to find the equilibrium point of each equation, then examine the behavior of each equilibrium point obtained. In this study, an analytical study of the prey population model has three equilibrium points, namely and . The stability of the interaction between local religions and official religions is achieved at an equilibrium . From this it shows that the interaction of official religion and local religion does not necessarily lead to the extinction of a religion. The interaction of local religious and official religion there is a point of equilibrium, where the social reality they can work in harmony.

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Section: Methodsmentioning

confidence: 99%

Section: Methodsmentioning

confidence: 99%

Stability Analysis of Lotka-Volterra Model in The Case of Interaction of Local Religion and Official Religion

Hidayati

Kurniawan

2021

IJERSC

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“…Research design is the main part of any research work and there are a number of approaches based on the nature of the study. Design science research methodology is one of the design approach in the area of computer science and software engineering (Bisandu, 2016;Dresch et al, 2015). It creates an artifact by artificial object and its basic objective is to produce new knowledge during this process.…”

Section: Methodsmentioning

confidence: 99%

Efficiency Management System as a Tool to Monitor Lecturer’s Performance

Muhie

Wolde

Tesfay

2020

Journal of Computer Science

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Monitoring the actual performance of lecturers is a challenging task in higher education institution, especially in developing countries. Lecturer's academic performance have been appraised using different parameters in Assosa University, Ethiopia. Mandatorily, lecturers are evaluated using printed check list. For the last few years we observed that, the lecturer efficiency score is found on the shelf and not checked by anyone to know the gaps and to establish follow-up system. The use of intranet based web system is better to use lecturer's efficiency result to monitor their performance and to establish follow-up mechanism. In this study, a web based yearbook efficiency management system for evaluating and monitoring the performance of lecturers was designed and developed. The evaluation process in the system were presented according the university evaluation format. The output generated by the proposed system can be used by lecturers, HoD, HRM and academic managers to monitor teaching performance.

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“…These artifacts, which can be constructs, models, methods, and instantiations, are designed, reviewed, and justified for their importance to solve a problem. Hence, DSR focuses on problem-solving (Kanellis & Papadopoulos, 2009;Dresch, Lacerda & Antunes, 2015).…”

Section: Design Science Researchmentioning

confidence: 99%

“…Moreover, DSR solutions eventually support improving existing theories and are a generalization of a specific class of problems helping researchers and practitioners. Hence, DSR is producing knowledge Figure 11 -DSR Knowledge Contribution Framework (Gregor & Hevner, 2013) to improve theories and is oriented towards a particular problem (Dresch et al, 2015). The DSR researcher's values are also subject to change as DSR is performed iteratively.…”

Section: Design Science Researchmentioning

confidence: 99%

Cased Based Reasoning in Business Process Management Design

Tueschen

Santos

2021

Artificial Intelligence in Intelligent Systems

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Artificial intelligence became increasingly useful since the 1990s, trying to imitate the human brain with its thinking, reasoning, and learning using the key concepts of machine learning, deep learning, and artificial neural networks. Case-based reasoning (CBR), another form of artificial intelligence, stores and retrieves past cases that can be adapted to find a solution to a current problem. The new solution can then be retained and made available to solve other future problems. Business Process Management (BPM) analyzes and optimizes business processes to make them more effective and efficient for an organization's strategy to ultimately increasing shareholder value. CBR can help to support BPM, making better decisions with existing knowledge when solving process problems. This study investigates effectively store, retrieve, and adapt Business Process Management Notation (BPMN) solutions that best fit the underlying BPM problem using case-based reasoning as a tool. Therefore, a theoretical model was proposed, containing each CBR live cycle phase with different possible tools applied to BPMN diagrams, which was validated by expert interviews. This study concludes that a whole CBR life cycle can be applied to BPMN diagram problems with the need for human intervention. This work did not have the objective to solve the whole problem but to contribute to a possible solution by using CBR through a theoretical model.

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Design Science Research

Cited by 77 publications

References 23 publications

Stability Analysis of Lotka-Volterra Model in The Case of Interaction of Local Religion and Official Religion

Stability Analysis of Lotka-Volterra Model in The Case of Interaction of Local Religion and Official Religion

Efficiency Management System as a Tool to Monitor Lecturer’s Performance

Cased Based Reasoning in Business Process Management Design

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