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Mobile learning key influencing factors adoption based on analytic hierarchy process 基于层次分析法的移动学习关键影响因素采纳
Pub Date : 2017-11-26 DOI: 10.1504/IJIDS.2017.10009016
Mohamed Sarrab, Hafedh Al-Shihi, Ibtisam Nasser Said Al Shibli
From innovation adoption perspective, this paper studies learner's perceptions and willingness toward M-learning adoption and investigates the key factors affecting M-learning adoption behaviour in Oman and the Arab Gulf Region. Despite a large amount of research in the field of M-learning, there is so much research focused on analysing the relationship between the perceived innovative characteristics and willingness of M-learning adoption. Using analytic hierarchy process (AHP), 28 factors of perceived innovative characteristics have been analysed to examine the relationship among the perceived innovative characteristics and willingness of M-learning adoption. The results of a total of 806 learners from different institutes in Omani higher education that participated in this research showed that some factors of perceived innovative characteristics, such as enjoyment, flexibility, suitability, social, economic, and efficiency have more influence on learners' adoption of M-learning. The effort is part of the Omani-funded research project investigating the development, adoption and dissemination of mobile learning in Oman.
本文从创新采纳的角度,研究了阿曼和阿拉伯海湾地区学习者对移动学习采纳的认知和意愿,并调查了影响移动学习采纳行为的关键因素。尽管在移动学习领域有大量的研究,但有太多的研究集中在分析感知创新特征与移动学习采用意愿之间的关系。运用层次分析法(AHP)对28个感知创新特征因素进行分析,探讨感知创新特征与移动学习采纳意愿之间的关系。对阿曼不同高等教育机构806名学习者的研究结果表明,感知创新特征的一些因素,如享受、灵活性、适宜性、社会、经济和效率对学习者采用移动学习的影响更大。这项工作是阿曼资助的研究项目的一部分,该项目旨在调查阿曼移动学习的发展、采用和传播。
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引用次数: 3
Assessment of aridity index in Iran 伊朗干旱指数的评估
Pub Date : 2017-11-26 DOI: 10.1504/IJIDS.2017.10009006
M. M. Barzani, K. Salleh
This paper discusses spatial and temporal variability of climate parameters of Zayandeh Rood Basin (Z.R.B.) in Iran. Standard climate parameters are precipitation, temperature, evaporation and wind (during 1951-2005). Objective of this research was to evaluate coefficients of drought index in the study area by calculating coefficients of drought and classified hazard map by measuring aridity parameters in form of the Kriging map. This paper presents a classified aridity map. The classification method is based on such main parameters as precipitation, wind, evaporation and temperature. Each parameter includes a sub-indicator with statistical data and vector map. The sum of score parameters was estimated by using a weighted average. Construction of missing data was tested by regression and homogenous method. Result shows the very high classes of aridity in East and North of the basin and very low class in West, and North-West. The final map shows level of aridity index in the study area. In this study, Arc GIS 9.3 was used to analyse the vector.
本文讨论了伊朗Zayandeh路盆地气候参数的时空变异。标准气候参数为降水、温度、蒸发和风(1951-2005年)。本研究的目的是通过计算干旱系数来评价研究区干旱指数系数,并以克里格图的形式测量干旱参数来分类灾害图。本文提出了一种分类干旱图。分类方法基于降水、风、蒸发和温度等主要参数。每个参数包含一个子指标,子指标带有统计数据和矢量图。采用加权平均法估计得分参数之和。用回归和齐次方法对缺失数据的构造进行检验。结果表明,盆地东部和北部干旱程度很高,西部和西北部干旱程度很低。最后的地图显示了研究区域的干旱指数水平。本研究采用Arc GIS 9.3软件对病媒进行分析。
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引用次数: 4
A joint measurement of efficiency and effectiveness for ranking power distribution units in Iran: integrated data envelopment analysis approach 对伊朗配电单位排名的效率和有效性的联合测量:综合数据包络分析法
Pub Date : 2017-11-26 DOI: 10.1504/IJIDS.2017.10009002
Mohammad Tavassoli, Taliva Badizadeh, R. F. Saen
In recent years, data envelopment analysis (DEA) has been widely used to assess both technical efficiency and technical effectiveness. Although a number of studies have focused on performance evaluation of power distribution units, this sort of studies are rare in Iran. This paper proposes an integrated slack-based measure (ISBM) approach to measure both technical efficiency and technical effectiveness of Iranian's power distribution units. The proposed SBM-DEA model represents both non-storable features of power distribution industry and production technologies in a unified framework. The proposed approach not only measures technical efficiency and effectiveness of power distribution units, but also estimates overall efficiency of distribution units.
近年来,数据包络分析(DEA)被广泛用于技术效率和技术有效性的评估。虽然有一些研究集中在配电机组的性能评估上,但这类研究在伊朗还很少见。本文提出了一种基于松弛测度(ISBM)的综合方法来衡量伊朗配电机组的技术效率和技术有效性。所提出的SBM-DEA模型将配电行业的不可存储特性和生产技术的不可存储特性结合在一个统一的框架中。该方法不仅可以衡量配电单元的技术效率和有效性,还可以估计配电单元的整体效率。
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引用次数: 0
Evaluating operating and profitability efficiencies of hotel companies 评估酒店公司的运营和盈利效率
Pub Date : 2017-11-26 DOI: 10.1504/IJIDS.2017.10009015
Xun Xu
The study of supply side of the hotel sector is rare although hotels play an important role in generating revenues in tourism industry, which has a large contribution on global economic growth. This study fills the supply-side literature gap through discussing the operating and profitability efficiencies of US listed hotel companies in the recent five years through a data envelopment analysis (DEA) approach. Hotels are categorised into four groups according to the stability and trend of their operating and profitability efficiencies in this five-year period. Findings suggest that hotels' operating efficiency and profitability efficiency are highly correlated. Implications for improving hotels' operating and profitability efficiencies are provided.
虽然酒店在旅游业中发挥着重要的作用,对全球经济增长有很大的贡献,但对酒店部门供给侧的研究却很少。本研究通过数据包络分析(DEA)方法探讨了近五年美国上市酒店公司的经营效率和盈利效率,填补了供给侧的文献空白。根据酒店在这五年期间的经营和盈利效率的稳定性和趋势,将酒店分为四类。研究结果表明,酒店的经营效率与盈利效率高度相关。提供了提高酒店运营和盈利效率的启示。
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引用次数: 3
An application of fuzzy inference system to marine fish landings for west coast of Malaysia 模糊推理系统在马来西亚西海岸海鱼登陆中的应用
Pub Date : 2017-11-26 DOI: 10.1504/IJIDS.2017.10009008
I. A. Hamid-Mosaku, M. Mahmud, M. S. Mohd
Malaysia marine fishery sector and its activities are prominent in Malaysia waters, contributing to the nation's gross domestic product (GDP) and providing sustenance and protein. Among these activities are the landings of different fisheries resources from different landing districts, collated on states level, and officially reported annually. However, contributions of these landings to GDP are not adequately reported; moreover, fuzzy terms used in some cases were not evenly represented. Therefore, in the context of marine geospatial data infrastructure (MGDI) decisions, these constitute fuzzy decision problems resulting from stakeholders' subjectivity and uncertainties. In this paper therefore, evaluations of reported landings from 2006-2010 for western coast of Malaysia were investigated using fuzzy inference system. Categorisation of these contributions to GDP appropriately analysed to assist stakeholders in making informed decisions. Additionally, this novel approach is yet to be reported in literature to cases of fisheries landings and GDP across Asia and beyond.
马来西亚海洋渔业部门及其活动在马来西亚水域占有突出地位,为国家的国内生产总值(GDP)做出了贡献,并提供了食物和蛋白质。这些活动包括从不同的登陆区捕捞不同的渔业资源,在各州一级进行整理,并每年正式报告。然而,这些着陆对GDP的贡献没有得到充分报告;此外,在某些情况下使用的模糊术语没有均匀表示。因此,在海洋地理空间数据基础设施(MGDI)决策的背景下,由于利益相关者的主观性和不确定性,这些构成了模糊决策问题。因此,本文利用模糊推理系统对2006-2010年马来西亚西海岸的报告着陆进行了评估。对这些对GDP贡献的分类进行适当分析,以帮助利益相关者做出明智的决策。此外,这种新方法尚未在亚洲及其他地区的渔业登陆和GDP案例中得到文献报道。
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引用次数: 1
Efficiency evaluation of select Indian banks using fuzzy extended data envelopment analysis 用模糊扩展数据包络分析法对印度部分银行进行效率评价
Pub Date : 2017-11-26 DOI: 10.1504/IJIDS.2017.10009013
Nand Kumar, Archana Singh
The purpose of the paper is to evaluate the efficiency of the banks using fuzzy extended data envelopment analysis (DEA). One of the limitations of conventional DEA is that it cannot assess efficiency in case of imprecise data. Fuzzy DEA can evaluate efficiency with imprecise data as it takes into consideration the fuzzy characteristics of inputs and outputs. In this paper, variation in inputs and outputs of banks is incorporated in the analysis using fuzzy DEA. Ten reputed Indian commercial banks have been considered to compare the results obtained from conventional DEA and fuzzy DEA. Authors have used a fuzzy ranking method to rank the efficiency of banks, which allows working with the concept of feasibility degree. This research paper may be helpful to managers in analysing the relative efficiency of the bank considering the variation in inputs and outputs during an evaluation period.
本文的目的是利用模糊扩展数据包络分析(DEA)来评价银行的效率。传统DEA的局限性之一是不能在数据不精确的情况下评估效率。模糊DEA考虑了输入和输出的模糊性,可以在数据不精确的情况下进行效率评价。本文将银行投入产出的变化纳入模糊DEA分析。以印度10家知名商业银行为研究对象,比较了传统DEA和模糊DEA的分析结果。作者采用模糊排序法对银行的效率进行排序,使其能够与可行性度的概念相结合。这篇研究论文可能有助于管理者在评估期间考虑投入和产出的变化来分析银行的相对效率。
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引用次数: 3
An interactive preference decision making approach to multi-response process design with location and dispersion effects 具有区位和分散效应的多响应过程设计的交互式偏好决策方法
Pub Date : 2017-09-27 DOI: 10.1504/IJIDS.2017.10007805
A. Salmasnia, Elmira Zifan, H. Mokhtari
Setting of design variables to meet the desired region of quality characteristics is a common problem in quality control. In this regard, many different optimisation approaches are available in literature. In most of traditional approaches, the required preference information should be articulated by the decision maker (DM) in advance. However, pre-determining such parameters is usually difficult and inaccurate. Furthermore, the majority of these techniques assume the constant variance of responses over the experimental region which is not a real assumption. Therefore, an interactive method for optimising the multiple response problems is presented in the current paper which does not require any signification of DM's preference information before the solving process. This method considers the location and dispersion effects of quality characteristics along with specification limits in a unified framework based on desirability function and the concept of coefficient of variation. The obtained results are compared with some of the existing methods on a real example to display the efficiency of the proposed method.
设置设计变量以满足质量特性的期望区域是质量控制中的一个常见问题。在这方面,文献中有许多不同的优化方法。在大多数传统方法中,所需的偏好信息应由决策者(DM)事先阐明。然而,预先确定这些参数通常是困难和不准确的。此外,这些技术中的大多数假设在实验区域的响应的恒定方差,这不是一个真正的假设。因此,本文提出了一种求解多响应问题的交互式优化方法,该方法在求解过程之前不需要DM的偏好信息的任何意义。该方法基于期望函数和变异系数的概念,在统一的框架内考虑质量特征的位置和分散效应以及规格限制。通过一个实例,将所得结果与现有方法进行了比较,验证了所提方法的有效性。
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引用次数: 0
Information visualisation for decision support under risk 风险下决策支持的信息可视化
Pub Date : 2017-09-27 DOI: 10.1504/IJIDS.2017.10007807
M. Daradkeh
Most, if not all, decisions are based on information that is susceptible to uncertainty arising from different sources. Consequently, decision-making involves an element of risk. An effective visualisation tool to support decision-making must enable decision makers to not only access decision-relevant information, but also explore and analyse the risk involved in their decisions. In this paper, we analyse a number of main requirements that need to be taken into account when designing information visualisation tools for decision support under risk. Based on these requirements, we design an information visualisation tool called RiDeViz. The main intention of RiDeViz is to facilitate the incorporation of risk into decision-making and allow decision makers to explore multiple 'what-if' scenarios. We demonstrate the utility of RiDeViz through an application example of a financial decision-making scenario.
大多数(如果不是全部)决策都是基于容易受到来自不同来源的不确定性影响的信息。因此,决策涉及风险因素。支持决策的有效可视化工具必须使决策者不仅能够访问与决策相关的信息,而且能够探索和分析其决策所涉及的风险。在本文中,我们分析了在设计风险下决策支持的信息可视化工具时需要考虑的一些主要要求。基于这些需求,我们设计了一个名为RiDeViz的信息可视化工具。RiDeViz的主要目的是促进将风险纳入决策,并允许决策者探索多种“假设”情景。我们通过一个财务决策场景的应用程序示例来演示RiDeViz的实用性。
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引用次数: 6
Coordination mechanisms in complex hierarchical systems 复杂层次系统中的协调机制
Pub Date : 2017-09-27 DOI: 10.1504/IJIDS.2017.10007806
Rekik Ali
The objective of this article is to examine and comparatively analyse the models, methods and algorithms of coordination in the hierarchical systems, as well as to determine an optimal general approach to harmonise and accelerate the information flow between the different levels of the hierarchy. In these systems, changing the concept of optimality, so it is very difficult to find an adequate mathematical formulation of the problems and attach a reasonable meaning to the optimality notion. In particular, this paper formulated the coordination task, analysed and mathematically formalised by two groups the coordination algorithms in the multilevel hierarchical systems, including iterative and non-iterative algorithms. Both coordination methods have the role to transfer the information between the hierarchical sublevels and to accelerate the evaluation and implementation of an optimal solution for the control problem. The obtained results are intended to be used in contribution of decision support multilevel hierarchical systems under different conditions and with different systems complexity.
本文的目的是考察和比较分析层次系统中协调的模型、方法和算法,并确定一种最优的通用方法来协调和加速不同层次系统之间的信息流。在这些系统中,改变了最优性的概念,因此很难找到一个适当的数学公式来表达问题,并赋予最优性概念一个合理的意义。特别地,本文制定了协调任务,并对多层系统中的协调算法进行了分析和数学形式化,包括迭代算法和非迭代算法。这两种协调方法都具有在层次子层次之间传递信息和加速控制问题最优解的评估和实现的作用。所得结果可用于在不同条件下、不同系统复杂度下的决策支持多层分层系统的贡献。
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引用次数: 1
Group division based on common weights in cross efficiency evaluation 交叉效率评价中基于共同权重的分组划分
Pub Date : 2017-09-27 DOI: 10.1504/IJIDS.2017.10007803
Mengying Zhang, Qin Jin, Hongwei Liu
In the traditional cross efficiency procedure, each decision making unit (DMU) offers a set of selfish weights to maximise its own efficiency. However, it is often not easy to be accepted by all other decision making units (DMUs). Since the cross efficiency of a DMU not only has a significant relevance with its own evaluation but also with other peer DMUs' measurement, a DMU may choose to cooperate or compete with some other DMUs to obtain a higher cross efficiency. Secondary-goal strategies, such as benevolent and aggressive strategies, have been applied in groups in which the relationship between each DMU is determined. With the benevolent strategy, all of the DMUs are under the situations of cooperation while they will compete with each other with the aggressive strategy. Obviously in reality, there is a situation in which alliances are often uncertain. Pure aggressive or benevolent strategy may be not suitable for the case. To solve this problem, the current paper proposes a new cross efficiency approach based on a series of common weights of each two DMUs. An example is given to illustrate our method.
在传统的交叉效率过程中,每个决策单元(DMU)提供一组自定义权值,以最大化其自身的效率。然而,它往往不容易被所有其他决策单位(dmu)所接受。由于DMU的交叉效率不仅与自身的评价有显著相关性,而且与其他同行DMU的测量结果也有显著相关性,因此DMU可能会选择与其他DMU合作或竞争以获得更高的交叉效率。次要目标策略,如仁慈和侵略性策略,已经应用于每个DMU之间关系确定的组中。在仁慈策略下,所有的dmu都处于合作状态,而在侵略性策略下,它们会相互竞争。显然,在现实中,联盟往往是不确定的。纯粹的侵略性或仁慈的策略可能不适合这种情况。为了解决这一问题,本文提出了一种基于两个dmu的一系列共同权重的交叉效率方法。给出了一个例子来说明我们的方法。
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引用次数: 0
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Int. J. Inf. Decis. Sci.
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