American Journal of Management Science and Engineering最新文献

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Imploring the Gap Between Top Ranked Global Universities and Jiangsu University & the University of Nairobi with the Aim of De-gaping Through Addressing These Disparities 江苏大学、内罗毕大学与全球排名前几名大学的差距:通过解决这些差距来缩小差距
American Journal of Management Science and Engineering Pub Date : 2021-08-05 DOI: 10.11648/J.AJMSE.20210604.13
J. M. Thige, Ling Hongbo, Ssali Max William, Duncan O. Hongo, Flavian Athiambo Othiambo, Consolata Wairimu Nderitu, Joice Meshi Foku
{"title":"Imploring the Gap Between Top Ranked Global Universities and Jiangsu University & the University of Nairobi with the Aim of De-gaping Through Addressing These Disparities","authors":"J. M. Thige, Ling Hongbo, Ssali Max William, Duncan O. Hongo, Flavian Athiambo Othiambo, Consolata Wairimu Nderitu, Joice Meshi Foku","doi":"10.11648/J.AJMSE.20210604.13","DOIUrl":"https://doi.org/10.11648/J.AJMSE.20210604.13","url":null,"abstract":"Higher education institutions (HEIs) employ varying parameters to increase their assessment and consideration as institutions of choice for learners and competitiveness in comparison to other institutions offering similar content output. All institutions of higher Education gear towards growing their capacity in both qualitative and quantitative domains as they seek to change positively the society within and without the HEIs jurisdiction. The growing need for visibility and demand for higher education has left many higher education institutions with a mirage of challenges on how to improve access while maintaining quality. This research focused broadly on; ranking determinants and development of Higher Education Institutions (HEIs), and the impact and inter-relational effects the determinants of academic quality postulates on academic quality development, while comparatively critiquing the academic dynamics for University of Nairobi (UON) & Jiangsu University (UJS). Specifically, and regarding the ranking systems, academic quality of UJS and UON, certain contemporary study design guided current study. The depth, quality and reliability of ranking determinants as the nature of HEIs internal quality assessment and external visibility is investigated as it largely underscores on the nature and weight of ranking variances implored by the various ranking systems of HEIs a midst their developmental antecedents under higher academia to underscore the comparative significance, directions and (inter)-correlational characteristics amid UJS & UON’s contemporary higher education variances in their process of academic developmental antecedents and process. The research then delves at the impact of key parameters (teaching, research, attitude, performance and internationalization) on changing the academic quality of UON and UJS and on a comparative domain, finally the study tackles the effects of inter-relational associations of key parameters to the academic quality at both vertical and cross-section analogy in a bid to address their relevance and effects of academic quality and collaboration amid UON and UJS. The methodological underpinning implied to actuate the objectives is mixed in approach. Its qualitatively intensive where the quality and reliability of ranking systems is delved from a review process of the relevant literature concerning HEI’s, while an intensive-descriptive to qualitative review technique is implied resulting to a critical analysis of relevant literature. The study compares and contrasts the ranking variances for UON & UJS higher academia being quantitative intensive and integrated in approach while using primary data to quantify the fact that there exist variances and impacts amid the higher academia of UON & UJS.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128838919","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 New Approach to Improve Party and Academic Affairs Management in Schools of Private Universities in the “Internet Plus” Era “互联网+”时代加强民办高校党务教务管理的新途径
American Journal of Management Science and Engineering Pub Date : 2021-07-28 DOI: 10.11648/J.AJMSE.20210604.12
G. Wang
{"title":"A New Approach to Improve Party and Academic Affairs Management in Schools of Private Universities in the “Internet Plus” Era","authors":"G. Wang","doi":"10.11648/J.AJMSE.20210604.12","DOIUrl":"https://doi.org/10.11648/J.AJMSE.20210604.12","url":null,"abstract":"The standardized party and academic affairs management is an integral part of office work within private universities and it is my firm belief that its status quo will undoubtedly be affected during the “Internet Plus” era. It is found that there are problems in party and academic affairs management in schools of private universities: outdated party and academic affairs management mode, unclear division of labor of party and academic affairs management personnel and a lack of professional informationization ability, lack of standardization in the process of management, lack of guidance and systematic training for the personnel, insufficient innovation of the performance appraisal system, complicated operation process of the management, huge impact of Chinese-foreign cooperation in running schools in the “Internet Plus” era, and big challenges from diversified Chinese-foreign cooperation school running modes in private universities. In this paper, we will put forth how to best improve the efficiency of party and academic affairs management during the “Internet Plus” era and the concept of “informationization management”; in order to effectively enhance its development within private universities. It is suggested that a hierarchical management mode should be adopted, party affairs office should strengthen the awareness of services, focus on the work assigned by the school and timely provide information about it, management personnel should strengthen theoretical knowledge, enhance competitiveness, improve work quality and efficiency, academic affairs management personnel should build WeChat public platforms for academic affairs management, and academic affairs office should effectively develop and apply the “smart campus” mobile app and constantly improve the performance appraisal and incentive system in order to ensure that the academic affairs management of schools of private universities is implemented in a timely manner under the background of the “Internet plus”.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129436471","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: 2
Smallholders’ Chicken Management System: The Case of Jimma Horro District of Kelem Wollega Zone Western Oromia, Ethiopia 小农养鸡管理制度:以埃塞俄比亚西奥罗米亚州克勒姆沃勒加区Jimma Horro区为例
American Journal of Management Science and Engineering Pub Date : 2021-07-16 DOI: 10.11648/J.AJMSE.20210604.11
Soresa Shuma
{"title":"Smallholders’ Chicken Management System: The Case of Jimma Horro District of Kelem Wollega Zone Western Oromia, Ethiopia","authors":"Soresa Shuma","doi":"10.11648/J.AJMSE.20210604.11","DOIUrl":"https://doi.org/10.11648/J.AJMSE.20210604.11","url":null,"abstract":"This study was piloted in Jimma Horro District of Kellem Wollega Zone, through the objective of evaluating smallholders’ chicken managing system of the area. An organized questionnaire and Participatory Rural Appraisal (PRA) approaches significant to Small holder chicken management were used to collect data. A study stayed piloted on the designated Households relating Small Holder Chicken Controlling Structure. The most leading chicken running classification in the survey part was a survival extensive method which is constructed on native and better chickens with hunting besides periodic additional breast-feeding of home-based particles then home nutrition rejections. As the views of respondent’s home chicken is basis of revenue that profits females subsequently around 99.4% poultry coverage of the District are described to be kept through females who remain supposed to be accountable for creation nearly entirely the main directions regarding chicken. About 86.7% of the respondents have no separate chicken household. Serious limitations of the smallholder chicken manufacture in the revision area were moderately due to the dominant lowly supervision observes, in specific disease, predator, absence of appropriate vigor attention, and lowly accommodation. It was decided that exertions have to be finished to move the manufacture standard to semi intensive aiming on business concerned with invention founded on searching with a universal care of facilities such as well-being, covering, delay, credit and selling to make it fruitful and supportable.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129338859","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
Inclusive Leadership in Male-Dominated Occupations – An Investigation into Whether Line Managers’ Experiences and Traits Matter in Norway 在男性主导的职业包容性领导-调查是否直线经理的经验和特点的问题在挪威
American Journal of Management Science and Engineering Pub Date : 2021-03-26 DOI: 10.11648/J.AJMSE.20210602.11
Greta Elvestuen
{"title":"Inclusive Leadership in Male-Dominated Occupations – An Investigation into Whether Line Managers’ Experiences and Traits Matter in Norway","authors":"Greta Elvestuen","doi":"10.11648/J.AJMSE.20210602.11","DOIUrl":"https://doi.org/10.11648/J.AJMSE.20210602.11","url":null,"abstract":"While many organisations in male-dominated occupations are investing large resources in order to increase and retain women with the aim of achieving gender balance, responsibility for diversity management on a daily basis relies on line managers. To learn more about the underlying mechanism of line managers’ engagement in managing diversity and, thus, fostering inclusion in such settings, this study proposes and tests a model of male line managers’ experiences and traits on the one hand, and subordinates’ outcomes on the other. In addition, it investigates the role of lateral relationships at a male-dominated workplace. In a field study conducted from 172 pairs of line manager-subordinate dyads at a highly technical and male-dominated research institute in Norway, it was observed that male line managers’ experiences and traits did not relate to female subordinates’ perceived support nor inclusion. Further, the results show that perceived supervisor, but not co-worker, support contributes to female employees’ inclusion, while factors beyond workplace social support and inclusion predict their embeddedness in the job. Hence, the present study indicates that perceptions of line managers’ support are highly important for effective diversity management on the line in male-dominated occupations. Theoretical and practical implications, together with suggestions for future research, are discussed.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131715891","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
The Platform Business Model Canvas a Proposition in a Design Science Approach 平台商业模式画布:设计科学方法中的命题
American Journal of Management Science and Engineering Pub Date : 2019-12-24 DOI: 10.11648/J.AJMSE.20190406.12
Davis Eisape
{"title":"The Platform Business Model Canvas a Proposition in a Design Science Approach","authors":"Davis Eisape","doi":"10.11648/J.AJMSE.20190406.12","DOIUrl":"https://doi.org/10.11648/J.AJMSE.20190406.12","url":null,"abstract":"Literature research has shown that there is no proven business model canvas for platforms. Such a canvas would be a vital tool that provides added value to companies and innovators for various purposes: sharing, communication (internal and external), description, analysis, management, planning and partnering. In addition, a platform business model canvas helps follow a systematic but also pragmatic approach with regards to the transformation of a pipeline business to a platform business, the task to design a new platform or to describe an existing platform business model. The goal of this research is therefore to create a platform business model canvas that is easy to use and helps capture platform business models in a comprehensive and effective way following the Design Science Approach. The basic components/building blocks and the necessary perspectives for the platform business model canvas, are derived from literature. The need for three or more perspectives, is furtherly discussed on basis of Osterwalder’s business model canvas by outsourcing dimensions of control. Components and perspectives are subsequently verified through a qualitative analysis of the about-us-pages of 32 platform websites. The components/building blocks and perspectives are then put together to form a platform business model canvas, which is then evaluated through an illustrative case study explaining the platform business model of eBay.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116366166","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: 8
The Role of Entrepreneurship in Economic Development 企业家精神在经济发展中的作用
American Journal of Management Science and Engineering Pub Date : 2019-12-05 DOI: 10.11648/J.AJMSE.20190406.11
Aakash Ranjan
{"title":"The Role of Entrepreneurship in Economic Development","authors":"Aakash Ranjan","doi":"10.11648/J.AJMSE.20190406.11","DOIUrl":"https://doi.org/10.11648/J.AJMSE.20190406.11","url":null,"abstract":"Entrepreneurship is one of the most Important Inputs in the Economic Development of a country. According to Harbison, entrepreneurs are prime movers of innovation. Entrepreneurship is known for the high risks involved in launching a startup. The fact is people often suffer failures along the path to success, and some businesses have to close, due to a lack of fund, sales decisions, or a lack of demand in the market. That’s why entrepreneurship is mostly viewed as something risky and out of the comfort zone. Enterprise takes courage to make one’s dreams come true and see possibilities, solutions and opportunities for the future where others see only problems. Entrepreneurship is all about putting to better use the resources which are considered to be of low value with an aim of earning income. Economic growth is measured in terms of a sustained increase in real income. It is the entrepreneurial communities who complement and supplement the economic growth increase per capita income by identifying and establishing profitable business ventures. Entrepreneurs supplement the economic growth by enhancing the physical quality of life. Establishment of enterprises leads to increase in employment avenues both directly and indirectly. Consequently, poverty is alleviated as per capita income grows. This results in improving the physical quality of life which is an indicator of economic growth. Entrepreneurs help in the growth of infrastructural facilities such as roads, bridges, buildings, factories, etc. which are the cornerstones of economic growth. Establishment of factories and industries in a particular locality presupposes the growth of infrastructural facilities.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129227418","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: 11
Analysis of Bibliotherapy Based on Virtual Reality 基于虚拟现实的阅读疗法分析
American Journal of Management Science and Engineering Pub Date : 2019-12-03 DOI: 10.11648/j.ajmse.20190405.12
Yang Hua, W. Jingyi, Zhang Hua, Luo Zhangping
{"title":"Analysis of Bibliotherapy Based on Virtual Reality","authors":"Yang Hua, W. Jingyi, Zhang Hua, Luo Zhangping","doi":"10.11648/j.ajmse.20190405.12","DOIUrl":"https://doi.org/10.11648/j.ajmse.20190405.12","url":null,"abstract":"Bibliotherapy uses literature as a medium, and uses reading as a means of health care and auxiliary treatment for diseases. It is a method of maintaining and restoring physical and mental health through the comprehension of the designated literature. Virtual reality is a comprehensive technology integrating computer graphics, simulation, sensing and multimedia. The combination of Bibliotherapy and virtual reality technology is feasible. Virtual reality reading uses sensing, interaction and three-dimensional graphics to create a realistic virtual world of books. Users can read books through various senses such as sight, hearing and touch. Bibliotherapy has the requirements of increasing participation, accelerating the realization of principles, and constructing the environment in virtual reality. Virtual reality Bibliotherapy is based on the goal of readers to drive, therapeutic model can achieve immersive psychological experience and deep virtual interactive experience. The promotion of virtual reality Bibliotherapy can assist the construction of social psychological harmony with low cost.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133338090","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: 2
Reasons for the Failure of Technology Incubator - Failure Mechanism and Empirical Study of Technology Incubation Platform Under the Background of Big Data 科技孵化器失效的原因——大数据背景下科技孵化平台失效机理与实证研究
American Journal of Management Science and Engineering Pub Date : 2019-11-08 DOI: 10.11648/J.AJMSE.20190404.12
Lv Bo, Zhi Yechao, Guo Qiaoling
{"title":"Reasons for the Failure of Technology Incubator - Failure Mechanism and Empirical Study of Technology Incubation Platform Under the Background of Big Data","authors":"Lv Bo, Zhi Yechao, Guo Qiaoling","doi":"10.11648/J.AJMSE.20190404.12","DOIUrl":"https://doi.org/10.11648/J.AJMSE.20190404.12","url":null,"abstract":"In recent years, the technology incubation platform is facing a new ecological environment. The background of big data brought by cloud computing and big data has increased the random disturbance effect on technology incubation platform. The failure of some technology incubation platforms has caused academic controversies. This paper conducts theoretical research and empirical test for these academic controversies, and the empirical conclusions of this paper provide a more comprehensive and reasonable explanation for current academic controversies. In order to describe the failure phenomena of technology incubation platform, this paper innovatively proposes the concept of failure effects and failure coefficients, constructs failure effects model and deduces the failure mechanism formula by using the principle of Stochastic Frontier Analysis (SFA). On the basis of literature research, combined with the background characteristics of the big data, 4 dependent variables and 14 random influence variables were selected, and the Chinese technology incubator platform was taken as an example to empirically analyze failure effects model. The paper finds that the independent variables can be divided into three categories: positive, negative and partially irrelevant. When corresponding to negatively correlate variables or unrelated variables, dependent variables will show the failure phenomenon, that is, partial failure of technology incubation platform.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114941800","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
Cultural Trade: Promoting Entrepreneurial Women Cultural Herbs Traders in Nigeria 文化贸易:促进尼日利亚女性文化草药商人创业
American Journal of Management Science and Engineering Pub Date : 2019-08-06 DOI: 10.11648/J.AJMSE.20190404.11
Charles Temitope Jegede, M. Opatola, Nihinlolawa Oluwabusayo Jegede
{"title":"Cultural Trade: Promoting Entrepreneurial Women Cultural Herbs Traders in Nigeria","authors":"Charles Temitope Jegede, M. Opatola, Nihinlolawa Oluwabusayo Jegede","doi":"10.11648/J.AJMSE.20190404.11","DOIUrl":"https://doi.org/10.11648/J.AJMSE.20190404.11","url":null,"abstract":"Cultural Trade/Industry is a new concept for the activities of traditional industries including herbal medicinal dealers and largely remains a small family business dominated by women. However, despite their pivotal roles in Nigeria Health Care Delivery System, they continue to suffer neglect from government. This paper attempts to investigate the activities of this cultural trade with a view to foreground its contribution to the society. Multistage sampling procedures were used in the study. 72 Traders were randomly selected in 6 Local Government Development Areas of Ondo state, Nigeria. In addition, 504 clients were interviewed but 21 respondents, not well captured were rejected, remaining 483 clients. The questionnaires were analyzed using chi square analysis. Descriptive statistical techniques (frequency and percentages) were used to summarize the data collected. Secondary data were extracted from books, journals and other relevant publications. The study revealed that Cultural Herb Trade is predominantly dominated by women. The Traders have low entrepreneurship orientation, displaying their wares under sheds in the public markets; earning less than US$1000 as profit yearly. They claimed inability to access loan from support institutions due to their poor financial literacy and abandonment. The findings showed that socio-economic attributes of Cultural Herbs Traders had significant effect on their performance (x2 = 6.162877, df = 2, pr = 0.029). The findings also showed significant relationship between the treatment modalities of Cultural Herb Traders and their performance (Person x2 = 50.18154 Pr = 0.000). Moreover, there existed significant relationship between the networking strategies of Cultural Herb Traders and performance (x2=44.63424, df = 2, pr=0.0009). It was found that Cultural Herb Traders provided both preventive and curative health care services with significant association between performance and patronage by clients (x2=254.8922, df = 6, pr=0..000), especially in the areas of malaria, infertility and small pox diseases to mention a few. 94% of the Clients indicated their continuous support to patronize the Traders because their medicines were efficacious. 89% of the clients/customers/buyers signified their intention to increase their patronage because of the good performance of their treatment. The study concluded that in spite of the prominence of these cultural herb traders, there is inadequate financial and research assistance from academia and corrupt government. Thus, Local Government may want to increase their research budgets to embrace modernization of cultural herbs trade sector.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116609953","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: 2
Social Media Text Data Visualization Modeling: A Timely Topic Score Technique 社交媒体文本数据可视化建模:一种及时的主题评分技术
American Journal of Management Science and Engineering Pub Date : 2019-07-26 DOI: 10.11648/J.AJMSE.20190403.12
Zhenhua Sui
{"title":"Social Media Text Data Visualization Modeling: A Timely Topic Score Technique","authors":"Zhenhua Sui","doi":"10.11648/J.AJMSE.20190403.12","DOIUrl":"https://doi.org/10.11648/J.AJMSE.20190403.12","url":null,"abstract":"Due to the rapid growth of large size text data from Internet sources like Twitter, social media platforms have become the more popular sources to be utilized to extract information. The extracted text information is then further converted to number through a series of data transformation and then analyzed through text analytics models for decision-making problems. Among the text analytics models, one particular common and popular one is based on Latent Dirichlet Allocation (LDA), which is a topic model method with the topics being clusters of words in the documents associated with fitted multivariate statistical distributions. However, these models are often poor estimators of topic proportions. Hence, this paper proposes a timely topic score technique for social media text data visualization, which is based on a point system from topic models to support text signaling. This importance score system is intended to mitigate the weakness of topic models by employing the topic proportion outputs and assigning importance points to present text topic trends. The technique then generates visualization tools to show topic trends over the studied time period and then further facilitate decision-making problems. Finally, this paper studies two real-life case examples from Twitter text sources and illustrates the efficiency of the methodology.","PeriodicalId":438321,"journal":{"name":"American Journal of Management Science and Engineering","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121783755","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: 8
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