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Fast-Track Product Evaluation From Text Reviews in M-Commerce: A Fuzzy VIKOR and Text Classification Approach 基于移动商务文本评论的快速产品评价:一种模糊VIKOR和文本分类方法
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.4018/ijsds.310065
C. Y. Ng, K. Fung
{"title":"Fast-Track Product Evaluation From Text Reviews in M-Commerce: A Fuzzy VIKOR and Text Classification Approach","authors":"C. Y. Ng, K. Fung","doi":"10.4018/ijsds.310065","DOIUrl":"https://doi.org/10.4018/ijsds.310065","url":null,"abstract":"The popularity of mobile commerce has offered many new challenges for investigating public sentiments. With an uncountable number of stores and products available on the marketplace, customers heavily relied on the comments or reviews posted by others to support their buying decisions. For the online retailer's side, these text reviews are valuable resources to understand the latest customer expectations and devise a better product plan for launching suitable products to customers. Sentiment analysis is then developed for the evaluation of a significant amount of text data by searching the sentiment words. Nevertheless, different writers may have different perceptions on the sentiment words, and hence, this inconsistency would be amplified. In this connection, a novel approach to obtain public sentiment by combining the topic modeling, fuzzy set, and multi-criteria decision-making approaches is proposed. The uncertainty of different perceptions on the sentiment words is remedied by fuzzy-set.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116996894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Holistic Feasibility Study for Different Investment Alternatives 不同投资方案的整体可行性研究
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.4018/ijsds.309122
A. Assad, E. M. Abdelkader
{"title":"Holistic Feasibility Study for Different Investment Alternatives","authors":"A. Assad, E. M. Abdelkader","doi":"10.4018/ijsds.309122","DOIUrl":"https://doi.org/10.4018/ijsds.309122","url":null,"abstract":"A feasibility study can be characterized as an assessment of potential effect of a proposed project. It is directed to help towards figuring out whether to establish a particular project. A feasibility study's main goal is to assess the economic viability of the proposed business. In this paper, the authors present a study that is done for an investor who wants to choose the most profitable alternative among four mutually exclusive alternatives. The alternatives include buying land and selling it after nine years, constructing an office building, constructing a shopping center, or constructing a multistory parking building. The office, shopping center, and parking buildings have a built-up area of 50,000 sf. The designated land area is located in Montreal downtown area, Canada. After performing the economic analysis, the shopping center turns out to be the most feasible. Finally, some supplementary analysis is applied to specify the most sensitive attribute. It is found that changing the minimum acceptance rate of return would have the most impact on the calculated results.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115743797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Empirical Study on the Gender Differences in the Board Chairman/General Manager Salaries 董事长/总经理薪酬性别差异的实证研究
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.4018/ijsds.310064
Zhongwen Liu, W. Shukun, Xiaoshuang Wang
{"title":"An Empirical Study on the Gender Differences in the Board Chairman/General Manager Salaries","authors":"Zhongwen Liu, W. Shukun, Xiaoshuang Wang","doi":"10.4018/ijsds.310064","DOIUrl":"https://doi.org/10.4018/ijsds.310064","url":null,"abstract":"Based on the social identity theory, this paper takes Chinese listed companies from 2011 to 2020 as samples to study the gender difference in the compensation level of chairman and general manager, and further explores the impact of company nature and industry type on the gender difference in compensation. The study found that the number and proportion of female chairmen and general managers in China have been stagnating since 2011, and there is still a gender pay gap among chairmen and general managers of listed companies in China, with men earning higher salaries. Company nature has a positive moderating effect on gender pay differences. China's state-owned enterprises are more equitable, and gender diversity in the industry has no obvious impact on gender pay differences.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114597704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gender Equality in Business 商业中的性别平等
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.4018/ijsds.301548
Jovanna Nathalie Cervantes-Guzmán
{"title":"Gender Equality in Business","authors":"Jovanna Nathalie Cervantes-Guzmán","doi":"10.4018/ijsds.301548","DOIUrl":"https://doi.org/10.4018/ijsds.301548","url":null,"abstract":"The purpose of the research is in illusion of the utility of neuroeconomics in decision making and behavior. Scientific knowledge will be advanced in the need for the application of neuroeconomics focused on one of the services of the information and communication technologies (ICT) of companies that is e-commerce of exponential artisanal SMEs of women entrepreneurs, by developing a proposal for a business model to increase the possibility of growth of their companies at the level national and international level. The methodological approach used was deductive, exploratory, descriptive, correlational and documentary. The findings are neuroeconomics have the potential to explain the phenomena that are considered as a deviation from the prediction or behavioral bias of decision-making models in economic theory. The practical implications are the study up to this point is quantitative using primary and secondary sources for research.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"2014 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132783901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Is Competitive Advantage a Necessary and Sufficient Antecedent of Superior Financial Performance?: Evidence From the Maritime Shipping Industry 竞争优势是卓越财务业绩的必要和充分前提吗?:来自海运行业的证据
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.4018/ijsds.301543
Christos Sigalas, V. Papadakis
{"title":"Is Competitive Advantage a Necessary and Sufficient Antecedent of Superior Financial Performance?: Evidence From the Maritime Shipping Industry","authors":"Christos Sigalas, V. Papadakis","doi":"10.4018/ijsds.301543","DOIUrl":"https://doi.org/10.4018/ijsds.301543","url":null,"abstract":"Although the concept and the sources of competitive advantage have been extensively researched, literature still offers limited answers to the questions why, in some cases, there is overperformance despite the absence of competitive advantage and underperformance despite the presence of competitive advantage. By employing four case studies in dry bulk and container shipping, as its research method, this paper provides real-world evidence on the specific reasons underpinning the relationship patterns of competitive advantage without superior financial performance and superior financial performance without competitive advantage. The findings indicate that rapidly growing markets within an industry enable companies without competitive advantage to enjoy above industry average financial performance. Moreover, principal-principal conflicts and excessive capital expenditure in idiosyncratic firm resources result to underperformance even for companies with competitive advantage. These findings have important managerial and academic implications that are discussed herein.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128533325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Application of Cognitive Network Analysis to Mine Operations: A Case Study at Chuquicamata OSHM - Codelco Chile 认知网络分析在矿山作业中的应用:以智利Chuquicamata OSHM - Codelco为例
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.36487/acg_repo/2063_112
Leonardo Lavanderos, Ramón Morales, Abelardo Araya
{"title":"Application of Cognitive Network Analysis to Mine Operations: A Case Study at Chuquicamata OSHM - Codelco Chile","authors":"Leonardo Lavanderos, Ramón Morales, Abelardo Araya","doi":"10.36487/acg_repo/2063_112","DOIUrl":"https://doi.org/10.36487/acg_repo/2063_112","url":null,"abstract":"A faster pace of change in business strategies and the adoption of new mining models on the part of mining companies is their response to commodity price decrease, global demand change, operating costs increase, ore grade declining, the need to extend asset life cycle, community empowerment, and increased mining operating licenses. One of the mainstream solutions is the organization’s automation and digital transformation aiming to achieve new levels of performance throughout the process network. However, the barrier that hinders any transformation process is the network culture supporting productive/administrative processes. This paper shows how relational change determines the amount of organizational waste production, so trying to introduce digital change excluding network culture results in a futile effort. The data shown comes from assessments in the Occupational Safety and Health Management (OSHM) of Chuquicamata Division, Codelco, Chile.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123720796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting the Price of Crude Palm Oil: A Deep Learning Approach 预测粗棕榈油价格:一种深度学习方法
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.4018/ijsds.305830
Markson Ofuoku, Thomas Ngniatedema
{"title":"Predicting the Price of Crude Palm Oil: A Deep Learning Approach","authors":"Markson Ofuoku, Thomas Ngniatedema","doi":"10.4018/ijsds.305830","DOIUrl":"https://doi.org/10.4018/ijsds.305830","url":null,"abstract":"Predicting the price of crude palm (CPO) oil is vital for resources management, especially in agricultural farms. However, the price of CPO is very volatile in uncertain economic conditions and the agricultural environment. In addition to this volatility, the CPO price presents non-linearity features, making its prediction challenging. The authors present a deep learning approach for the CPO price prediction. The researchers compare a SARIMA model with three deep learning techniques: Multilayer Perceptron, Long Short Term Memory (LSTM), and Simple Recurrent Neural Network to uncover the most accurate prediction model for the CPO prices. The results suggest that the LSTM-based modeling approach presented in this research outperformed their counterparts in predicting the CPO price in terms of prediction accuracy. The findings suggest that the proposed LSTM based forecasting approach is a useful and reliable deep learning technique that may provide valuable information to businesses, industries, and government agencies.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129608447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fleet Management Practice and Implication for Fleet Performance: Evidence of Ethiopian Pharmaceutical Supply Agency 车队管理实践及其对车队绩效的影响:埃塞俄比亚药品供应机构的证据
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.4018/ijsds.301544
Habtamu Solomon Mengistu, Busha Temesgen Kitessa, Julia Kleineidam
{"title":"Fleet Management Practice and Implication for Fleet Performance: Evidence of Ethiopian Pharmaceutical Supply Agency","authors":"Habtamu Solomon Mengistu, Busha Temesgen Kitessa, Julia Kleineidam","doi":"10.4018/ijsds.301544","DOIUrl":"https://doi.org/10.4018/ijsds.301544","url":null,"abstract":"This study aims to assess fleet practice and implications for fleet performance in Ethiopian pharmaceutical supply agency (EPSA). EPSA is encountering aging fleets, higher fleet expenses, lack of spare parts, and excessive service delays. EPSA was chosen as it was the major public pharmaceutical procurer and distributor in Ethiopia. Institution-based descriptive and explanatory cross-sectional study designs with mixed approaches were employed. Descriptive findings reveal that vehicle tracking is the most practiced activity. Correlation and regression analysis show that maintenance, fuel, and tracking activities have significant association and predictive power for fleet performance. Qualitative findings show that delay of vehicle maintenance was the major challenge. EPSA higher officials may emphasize having well-organized workshop. The findings can be considered as input by policymakers in the transport sector. The limitation was the use of a homogenous purposive sampling method for the qualitative study. Thus, future study can be conducted using other reliable methods.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126993410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthetic Evaluation of Multi-Criteria Decision-Making Algorithms in Energy-Efficient Buildings 节能建筑多准则决策算法的综合评价
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.4018/ijsds.309120
A. Al-Sakkaf, Moaaz Elkabalawy, E. M. Abdelkader
{"title":"Synthetic Evaluation of Multi-Criteria Decision-Making Algorithms in Energy-Efficient Buildings","authors":"A. Al-Sakkaf, Moaaz Elkabalawy, E. M. Abdelkader","doi":"10.4018/ijsds.309120","DOIUrl":"https://doi.org/10.4018/ijsds.309120","url":null,"abstract":"Multi-criteria decision making (MCDM) on energy-efficient buildings has become essential in both the industry and academia as construction projects grow increasingly complex. With a prime goal of increasing its effectiveness, MCDM research has witnessed tremendous growth over the past three decades. Despite the necessity to monitor the research growth of a research topic to identify its trends and gaps, and hence shed light on research areas that warrant future research attention, there is a lack of systematic literature analysis in MCDM area. To fill this gap, this paper recruited a mixed-review method of scientometric and systematic reviews of 56 research papers on seven selected popular MCDM techniques published from 2010 to March 2021. The scientometric review identified the most prolific journals, keyword correlations, and geospatial connections between research countries in the MCDM area. On the other hand, the systematic review analysis showed that there are five main research topics in MCDM. Furthermore, the major approaches applied in MCDM research were investigated.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132780054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Systematic Literature Review on Studying Energy Consumption Assessment in Heritage Buildings 文物建筑能耗评价研究的系统文献综述
Int. J. Strateg. Decis. Sci. Pub Date : 2022-01-01 DOI: 10.4018/ijsds.301545
A. Al-Sakkaf, E. M. Abdelkader, S. El-Zahab
{"title":"A Systematic Literature Review on Studying Energy Consumption Assessment in Heritage Buildings","authors":"A. Al-Sakkaf, E. M. Abdelkader, S. El-Zahab","doi":"10.4018/ijsds.301545","DOIUrl":"https://doi.org/10.4018/ijsds.301545","url":null,"abstract":"Energy Consumption of Heritage Buildings (ECHBs) on construction sites has become essential in both the industry and academia as construction projects grow increasingly complex. With a prime goal of increasing its effectiveness, ECHBs research has witnessed tremendous growth over the past three decades. This research paper recruited a mixed-review method of scientometric and systematic reviews of 111 research papers on ECHBs published from 1994 to 2020 (as of mid of June). The scientometric review identified the most prolific journals, keyword correlations and geospatial connections between research countries in the ECHBs field. On the other hand, the systematic review analysis showed that there are five main research topics in ECHBs. These topics encompass energy efficiency, biodeterioration, environmental conditions in heritage sites, sustainability, and design for climatic conditions. Furthermore, the major approaches applied in ECHBs research were investigated. Potential research methodologies to address these research areas are also discussed.","PeriodicalId":242450,"journal":{"name":"Int. J. Strateg. Decis. Sci.","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126603143","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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