Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL

By Gwo-Hshiung Tzeng, Cheng-Hsin Chiang, Chung-Wei Li. Expert systems with applications, 2007

1,297 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Information Systems and Management, Management Science and Operations Research

View Paper: https://www.semanticscholar.org/paper/8d5b27129752d40d8e06bb11f130b63881af929e

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In Artificial Intelligence

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In Management Science and Operations Research

Citations in the corpus

A DEMATEL method in identifying key success factors of hospital service quality (2010, methodology): “Unlike the traditional techniques such as analytic hierarchy process with the assumption that elements are independent, this method, one of the structural modeling techniques, can identify the interdependence among the elements of a system through a causal diagram [12,24,26].”
Are MCDA Methods Benchmarkable? A Comparative Study of TOPSIS, VIKOR, COPRAS, and PROMETHEE II Methods (2020, neutral): “Algorithm 1 Research algorithm 1: N ← 1000 2: for num_o f _crit = 2 to 5 do 3: types← generate_crit_types(num_o f _crit) 4: equal_weights← generate_equal_weights(num_o f _crit) 5: for num_o f _alts in [3, 5, 10, 50, 100] do 6: for i = 1 to N do 7: matrix ← generate_random_matrix(num_o f _alts, num_o”
Identification of a threshold value for the DEMATEL method using the maximum mean de-entropy algorithm to find critical services provided by a semiconductor intellectual property mall (2009, methodology): “The steps of the DEMATEL method (Tzeng et al., 2006) are described as follows:”
Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective (2020, background): “These values may then be plotted on a two-dimensional axis for each factor or barrier (Tzeng et al., 2007).”
Developing a Multi-Criteria Decision Making Model for PESTEL Analysis (2012, methodology): “…of the structural modeling techniques that can identify the interdependences among the elements of a problem through a casual diagram by representing the basic concept of contextual relationships and the strengths of the influences among the factors (Tzeng et al., 2007; Wu & Lee, 2007; Wu, 2008).”
An integrated MCDM technique combined with DEMATEL for a novel cluster-weighted with ANP method (2011, background): “When (ri ci) is positive, criterion i is a net causer, and when (ri ci) is negative, criterion i is a net receiver (Tamura et al., 2002; Tzeng et al. 2007).”
A value-created system of science (technology) park by using DEMATEL (2009, methodology): “…studies (Hori & Shimizu, 1999; Huang et al., 2007; Lin & Wu, 2008; Liou et al., 2007, 2008; Seyed-Hosseini et al., 2006; Tsai and Chou, 2009; Tzeng et al., 2007; Wu, 2008; Wu & Lee, 2007), such as user interface (Hori & Shimizu, 1999), reprioritization of failures in a system failure mode…”
DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications (2018, background): “In the literature, the threshold value θ is usually determined by experts through discussions [10, 11], the results of literature review, the brainstorming technique [12], the maximum mean deentropy (MMDE) [13], the average of all elements in the matrix T [14], or the maximum value of the diagonal e”
Aligning the Criteria of Green Economy (GE) and Sustainable Development Goals (SDGs) to Implement Sustainable Development (2019, methodology): “Initially, the Science and Human Affairs Program of the Battelle Memorial Institute of Geneva established DEMATEL to decide the complex and intertwined problem group [70].”