Industrial Multiple Criteria Decision Making Problems Handled by Means of Fuzzy Inference-Based Decision Support Systems

This chapter extends an earlier benchmark study (Sean B. Eom, 1995) which examined the intellectual structure, major themes, and reference disciplines of decision support systems (DSS) over the last two decades (1960-1990). Factor analysis of an author cocitation matrix over the period of 1990 through 1999 extracted 10 factors, representing 6 major areas of DSS research: group support systems, DSS design, model management, implementation, and multiple criteria decision support systems and five contributing disciplines: cognitive science, computer supported cooperative work, multiple criteria decision making, organizational science, and social psychology. We have highlighted several notable trends and developments in the DSS research areas over the 1990s.

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OBJECTIFICATION OF FUZZY INFERENCE IN DECISION-MAKING PROBLEMS

10.31799/978-5-8088-1558-2-2021-2-5-7 ◽

2021 ◽

Author(s):

L. P. Vershinina ◽

Keyword(s):

Decision Making ◽

Decision Support ◽

Decision Support Systems ◽

Statistical Models ◽

Fuzzy Inference ◽

Support Systems ◽

Practical Application ◽

Inference Process ◽

Quality Of Information

The basis of modern decision support systems is not so much analytical and statistical models as the practical application of specialists ‘ knowledge. Such systems are based on fuzzy technologies. The quality of decisions made depends on how accurately the quality of information is reflected in the fuzzy inference process. Ways to improve the objectivity of fuzzy inference at the stages of fuzzification, aggregation, activation, and accumulation are proposed.

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INTERNETINĖ PARAMA PRIIMANT DAUGIAKRITERIUS ETINIUS SPRENDIMUS

Problemos ◽

10.15388/problemos.2005..4070 ◽

2005 ◽

Vol 68 ◽

pp. 109-127 ◽

Cited By ~ 3

Author(s):

Artūras Kaklauskas ◽

Valdas Pruskus

Keyword(s):

Decision Making ◽

Decision Support ◽

Decision Support Systems ◽

Ethical Decision ◽

Ethical Decision Making ◽

Support Systems ◽

Multiple Criteria ◽

Multiple Criteria Analysis ◽

Web Based ◽

Ethical Decisions

Didėjant šiuolaikinio gyvenimo spartai, sudėtingumui ir kompleksiškumui vis daugiau dėmesio skiriama įvairioms etinėms problemoms. Etiniai klausimai tampa visų svarbesnių socialinių, ekonominių ir kultūrinių problemų sprendimo sudedamąja dalimi. Todėl atsirado būtinybė įvairius etinius klausimus kvalifikuotai spręsti naudojant internetines sprendimų paramos sistemas. Nors pasaulyje sukurta daug etikos problemų sprendimų priėmimo modelių, tačiau mažai naudojamos informacinės technologijos. Be to, šiuos modelius ne visada galima tiesiogiai pasitelkti kuriant internetines sprendimų paramos sistemas. Straipsnyje pateikiamas autorių sukurtas internetinis daugiakriteris etinių sprendimų priėmimo modelis. Jis buvo kuriamas remiantis etiniais autonomiškumo, geradarystės, žalos ne darymo, teisingumo ir atsidavimo bei keliais sprendimų priėmimo (sprendimo ir jo pasekmių gyvavimo ciklo analizės, įvairių mokslų sąsajos, daugelio variantų sudarymo ir daugiakriterės alternatyvų analizės bei nagrinėjamų alternatyvų etiškumo laipsnio priklausomumo nuo suinteresuotų grupių ir jų tikslų) principais. Aptariami pagrindiniai etinių sprendimų priėmimo etapai, išryškinamos utilitarizmo deontologijos ir teisingumo teorijų nuostatos, kuriomis remiantis įvertinamos alternatyvos ir priimami sprendimai. Kad pasiūlytas modelis būtų vaizdesnis, straipsnyje pateikiamas jo pagrindu išspręstas pavyzdys.Reikšminiai žodžai: etika, etinių sprendimų priėmimas, daugiakriterė analizė, internetinė etinių sprendimų paramos sistema. THE USES OF INTERNET IN THE ETHICAL MULTIPLE CRITERIA DECISION-MAKINGArtūras Kaklauskas, Valdas Pruskus SummaryRecently more and more consumers apply Web-Based decision support systems in practice, because more people have gained the possibility to use the Internet. Also, special requirements for such system’s development have been applied. Therefore, traditional models of ethical decision-making cannot always be directly applied in such systems. In this paper the Web-Based Model of Multiple Criteria Ethical Decision-Making is developed by the authors that is based on ethical (autonomy, beneficence, nonmaleficence, justice and fidelity) and decision-making (life-cycle analysis, multi-variant design and multiple criteria analysis, etc.) principles. This Model can help stakeholders to make the best feasible decision in given circumstances. The proposed Model does not make ethical decisions, but explains a process for investigating a situation.Keywords: ethics, multiple criteria analysis, ethical decision-making models, Web-Based decision support systems.

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IMPLEMENTASI METODE VIKOR DALAM PENERIMAAN JURNALIS PADA KORAN WASPADA MEDAN

KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) ◽

10.30865/komik.v2i1.905 ◽

2018 ◽

Vol 2 (1) ◽

Author(s):

Soraya Rahma Hayati ◽

Mesran Mesran ◽

Taronisokhi Zebua ◽

Heri Nurdiyanto ◽

Khasanah Khasanah

Keyword(s):

Decision Making ◽

Decision Support ◽

Decision Support System ◽

Decision Support Systems ◽

Support System ◽

Support Systems ◽

Knowledge Based ◽

Computer Based ◽

Support Decision Making ◽

Made In

The reception of journalists at the Waspada Daily Medan always went through several rigorous selections before being determined to be accepted as journalists at the Waspada Medan Daily. There are several criteria that must be possessed by each participant as a condition for becoming a journalist in the Daily Alert Medan. To get the best participants, the Waspada Medan Daily needed a decision support system. Decision Support Systems (SPK) are part of computer-based information systems (including knowledge-based systems (knowledge management)) that are used to support decision making within an organization or company. Decision support systems provide a semitructured decision, where no one knows exactly how the decision should be made. In this study the authors applied the VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) as the method to be applied in the decision support system application. The VIKOR method is part of the Multi-Attibut Decision Making (MADM) Concept, which requires normalization in its calculations. The expected results in this study can obtain maximum decisions.Keywords: Journalist Acceptance, Decision Support System, VIKOR

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PENERAPAN METODE SIMPLE ADDITIVE WEIGHTING DALAM PENETAPAN TENAGA KEPENDIDIKAN BERPRESTASI

JURNAL TEKNOLOGI DAN OPEN SOURCE ◽

10.36378/jtos.v1i2.25 ◽

2018 ◽

Vol 1 (2) ◽

pp. 45-54

Author(s):

Helpi Nopriandi

Keyword(s):

Decision Making ◽

Decision Support ◽

Decision Support Systems ◽

Support Systems ◽

Multiple Attribute Decision Making ◽

Multiple Attribute ◽

Simple Additive Weighting

Tenaga Kependidikan merupakan anggota masyarakat yang mengabdikan diri dan diangkat untuk menunjang penyelenggaraan pendidikan. Decision Support Systems atau lebih dikenal dengan Sistem Pendukung Keputusan adalah bagian dari sebuah sistem informasi yang berbasis komputer termasuk sistem yang berbasis ilmu pengetahuan dan dipakai untuk mendukung pengambil keputusan dalam suatu organisasi atau perusahaan. untuk memudahkan pimpinan dalam mengambil sebuah keputusan dibuatlah suatu sistem pengambil keputusan dengan menggunakan Fuzzy Multiple Attribute Decision Making (FMADM) digunakan untuk mencari alternatif optimalkan dari sejumlah alternatif dengan kriteria tertentu, sedangkan metode Simple Additive Weighting (SAW). Metode SAW sering juga dikenal istilah metode penjumlahan terbobot. Konsep dasar metode SAW adalah mencari penjumlahan terbobot dari rating kinerja pada setiap alternatif dari semua atribut.

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