Lin,Jin-shiung, 林進雄

碩士 / 樹德科技大學 / 經營管理研究所 / 96 / Since 1979, the UK Margaret Thatcher cabinet has fully promoted the GOCO (Government Owned, Contract Operation) policy to solve the problems caused by the government-owned business regulation limitation, complicated decision-making process, and low management efficiency, eliminate government budget loading, and enhance the business competition capability in the same time. And then, the governments all around the world started to privatize the government-owned busines...

Tien-Yu Chen, 陳天佑

碩士 / 輔仁大學 / 應用統計學研究所 / 97 / To effectively control the overdue accounts, the cash card issuing banks typically spend a lot of money to minimize the overdue losses based on the personal information. These information or variables were generally provided by the customers. However, the associated maintenance cost will dramatically increase when the number of cash card customers increase. In addition, it becomes difficult to interpret the model’s predictions when the variables are too many. This stu...

Ding-HuangLin, 林鼎晃

碩士 / 國立成功大學 / 統計學系 / 107 / It's well known that the accuracy of MLE of the regression coefficient in logistic regression model is seriously affected by rare events. Less attention is given to the performance of variable selection in logistic regression with rare events. Therefore, this thesis studies the performance of three variable selection methods, LASSO (Least Absolute Shrinkage and Selection Operator), SCAD (Smoothly Clipper Absolute Deviation), and Adaptive LASSO, when event rate is low a...

Hui-Wen Juan, 阮慧雯

碩士 / 國立臺灣科技大學 / 管理研究所 / 107 / In the face of today’s rapid technology advancement and fierce competition, Kodak, Nokia, had once dominated its field, failed to kick-off its transformation in a timely manner, resulting in its struggle to stay alive. In contrast, some companies have long awakened to the realization that they cannot depend on present profits to bolster their future sustainability. For instance, Corning, Netflix and other companies know how to consider "the second curve" in business...

Gu, ZI-MING, 顧子明

碩士 / 東海大學 / 國際經營與貿易學系 / 107 / In recent years, with vigorous economic development, the prosperous business activities have caused severe air pollution, which has seriously damages our health. In view of this, we use the hourly data from 2015 to 2018 of ten of the EPD air quality monitoring stations in Taiwan (Dali, Xitun, Shalu, Zhongming, Fengyuan, Xianxi, Puli, Sanyi, Matsu and Yonghe stations) to explore the impact of various environmental factors on PM2.5 concentration. 　　We use the Catmull...

Wei-che Cheng, 鄭為澤

碩士 / 淡江大學 / 數學學系數學與數據科學碩士班 / 106 / Threshold model is a model based on logistic model but with a threshold point that makes the probability discontinuous. Most of traditional methods use likelihood based approach to estimate the threshold. In this report, we use SVM (support vector machine) to help us to identify the change point in logistic regression. SVM is a popular classifier in machine learning. It constructs a hyperplane between two perfectly separated classes. If there are any change poi...

CHANG LI-JEN, 張力仁

碩士 / 國立中正大學 / 會計與資訊科技研究所 / 102 / The world economics shows different situations and development. Economic activities break the border of nations and regions. In the meantime, globalization has been in fashion due to constant expansion and recombination. Under the impact of internationalization and liberalization, the market competition becomes drastic. Strict supervision from governments and capital markets make top managers confront huge challenge in corporate management. How to survive and ear...

CHI, CHUNG-YU, 紀宗佑

碩士 / 中國文化大學 / 勞動暨人力資源學系 / 107 / The logistics industry is an essential part of modern society, and it plays the role of receiver and carrier between consumers and providers. In the past, logistics played the role of commodity intermediary between manufacturing department and retail sales department. However, the advent of the Internet age had changed our lives and the way we consume. Therefore, logistics is not only the intermediary between manufacturing and retail sales but also the intermediar...

Szu-Wei Yang, 楊斯㵟

碩士 / 國立中興大學 / 農藝學系所 / 106 / Categorical data analysis is commonly applied to agricultural science, such as plant disease, seed germination, effect on yields between treatments, or impact on plant traits and so on. For the analysis of categorical data, if the original data can be looked upon as a sample from a binomial distribution, it is usually transformed into proportional data before doing analysis. The frequently used way of analyzing the kind of data is analysis of variance. Logistic regres...

LIN,CHI-LAN, 林己嵐

碩士 / 開南大學 / 商學院碩士在職專班 / 107 / In view of the rise of e-commerce and new retail, how to find their target customers and launch service innovation becomes the important goal to most of the companies. This study takes the example of an underwear company’s e-commerce website. First uses the data collected by Google Analytics to analyze the users of the website. The second part is to use the user data of at least one working phase starting from October 1, 2018 to December 1, 2018 as training data, an...

LIAO,WAN-WEN, 廖婉妏

碩士 / 長榮大學 / 土地管理與開發學系碩士班 / 106 / Most of the mountain regions in Taiwan are steep slope and poor geological conditions. Recently, human development coupled with the global impact of extreme weather, typhoons and heavy rains have caused the landslide disasters and leaded to human causalities and properties loss. Therefore, effective evaluation of vulnerability for landslide potential areas is one of the important tasks for disaster preventions. Previously, most of studies were concentrated on th...

CHANG,PEI-CHIEH, 張珮婕

碩士 / 逢甲大學 / 統計學系統計與精算碩士班 / 106 / When the survey study is related to sensitive issues, such as political orientation, sexual orientation or income, the interviewees may not be willing to respond truthfully which leads to bias results. In order to protect the interviewees privacies and improve the willingness to provide the correct answer, Warner (1965) proposed the randomized response (RR) technique in which the respondents randomly selects questions by means of devices in order to ensure that t...

CHENG-ZHI HAN, 韓承志

碩士 / 國立臺灣科技大學 / 資訊管理系 / 106 / This paper proposes a hybrid model of aspect-oriented sentiment prediction which integrates tensor factorization (TF) and sentiment utility logistic model (SULM). First, using sentiment dictionary words as seeds, the aspect or opinion words can be extended iteratively through double propagation. Accordingly, the users’ reviews could be represented as the features in user-item-aspect space, in which prediction model could be built. Various combinations of the hybrid ...

YANG, YU-CHEN, 楊郁成

碩士 / 逢甲大學 / 統計學系統計與精算碩士班 / 106 / The issues of model-based clustering and classification of longitudinal data have received increased attention in recent years. The finite mixtures of t linear mixed-effects model (FM-tLMM) has become one of the commonly used analytical tools for performing this work when data contain outliers. In this thesis, we propose an extended finite mixtures of t linear mixed-effects model (Extended FM-tLMM), where the categorical latent variables (component labels) are as...

LU, CHUN-CHIEH, 呂俊杰

碩士 / 國立臺北大學 / 國際財務金融碩士在職專班 / 107 / The business model of commercial banks mainly focuses on absorbing the public deposits and lending to the capital demander. Banks play the role of credit intermediary. Therefore, credit risk is the biggest risk for banks. With the quantification of risk assessment standard by Basel and IFRS, credit risk model has become an important tool to control risks at financial institutions. This study is based on Taiwan listed and OTC companies (including emerging stock...

Zih-Syuan Huang, 黃梓玹

碩士 / 義守大學 / 資訊工程學系 / 107 / In clinics, the quality of ultrasound image is usually subjective determination. So far, the quality of ultrasound image is not clearly defined proper criteria. In this study, ResNet50 approach and logistic regression model were used to classify the quality of ultrasound images. The SonoSite 180+ and curve probe with frequency 2-5 MHz were used to be imaging instruments. Experimental ultrasound images were obtained from a human abdominal prosthesis (E-130328-368T). The...

Chu Hui-Wen, 朱慧雯

碩士 / 國立臺東大學 / 區域政策與發展研究所 / 96 / The Study of the Relationship in the Organizational Change Recognition and Organizational Commitment of the Personnel in the Logistic Service of the Air Force Hui-wen Chu Abstract Our national military is under the guidance of the government policy to execute several national defense reengineer projects. The Air Force also cooperates and carries out the scheme of organizational downsizing or laying-off. The new scheme has a strong impact on the way of the weaponr...

Pin-JyunChen, 陳品君

碩士 / 國立成功大學 / 心理學系 / 106

Meng-hung Kao, 高夢鴻

碩士 / 東吳大學 / 國際經營與貿易學系 / 96 / In the top down process ofrisk analysis, the first is to consider the national economic environment. The second is to assess the industry condition which the corporation belongs to. Finally, it is to analyze the company. During the process, the industrial analysis plays an important role. Hence, the industry factors are unneglectable ones. If we can consider the relativ condition of the corporations which belong to the same industry, it should be valuable to predict ...

Ju-Ping Hsiao, 蕭如蘋

碩士 / 國立勤益科技大學 / 工業工程與管理系 / 105 / With the evolution of times, the back-end storage warehouse of most enterprises have gradually transformed into "warehousing logistics center" through the clouds, 3C devices and the capture of digitized information to facilitate enterprises in the processes of purchasing → dismantling & packaging → Picking → shipping → distributing etc. So they can carry out their own warehousing operations, and achieve the most comprehensive "warehousing management". The items t...

Lo, Chiao-Jung, 羅巧容

碩士 / 國立交通大學 / 運輸與物流管理學系 / 105 / Around the world, electronic commerce continues to grow. Because of the huge business opportunity in e-commerce so that the needs of direct delivery increased significantly. The industry of last mile logistics is facing a stage of competing with each other. In addition to traditional last mile logistics a number of sharing economy based last mile logistic services have emerged which working by crowdsourcing. In order to reduce the waste of idle resources, the onli...

WU YI CHING, 吳怡靜

碩士 / 國立暨南國際大學 / 經濟學系 / 106 / Focusing on school-age students, explore factors that may affect leaving school. By applying a multinomial Logit regression model, an empirical analysis was performed to analyze that the type of leaving school has not arrived at school for three days without reason, suspend school, transfer and give up or abolished of student status; the factors affecting the situation of leaving schools, such as being at work, leaving school and leaving home, leaving school at home ...

王品方

碩士 / 國立政治大學 / 統計學系 / 106 / This is an era of big data; some people even regard that the person who owns the data controls the world. With the rapid development of the Internet, the applications of big data attract attention from various industries and the skills of data analysis are upgrading rapidly. Therefore, traditional tourism industry needs to be transformed to avoid being eliminated. Business attempts to discover the market demand and provide precision marketing by analyzing massive data ...

WU, SHIN-JUNG, 吳炘蓉

碩士 / 東吳大學 / 企業管理學系 / 106 / Thanks to well established home delivery network, E-commerce has been booming in Taiwan during recent years. Moreover, store pick-up services developed for B2C/C2C has seized the market of home delivery. Therefore, It is a critical task for all home delivery service companies to stand out from the crowd in the competitive Taiwan market. The study applies Conjoint analysis to explore customers’ preference of home delivery service. Based on the 342 usable questionnaires...

WANG JINGRONG, 王金榮

碩士 / 開南大學 / 商學院碩士在職專班 / 106 / The case is part of the public investment enterprises. Their staff are not public servants, but enjoying a certain degree of benefits and security. In order to meet the manpower demand immediately after the opening of the operation, the case in 2017 held a new recruitment examination. The study discussed the impact of the basic information of candidates on the results of recruitment examination. The logistic regression model was used to analyze the probation rate of...

Sheng-Cheng Cheng, 鄭聲政

碩士 / 國立中興大學 / 機械工程學系所 / 107 / In this thesis, two machine learning methods has been discussed. The logistic regression and the artificial neural network are utilized for finding the transition and global zones of a quasi-one-frame phase unwrapping method proposed by M.J. Huang in 2002. Through the successful classification of the global and transition zones of the present study, the previously-proposed quasi-one-frame method becomes more efficient and behaves more robust.

MING-YUAN HSU, 徐銘遠

碩士 / 國立虎尾科技大學 / 工業工程與管理研究所 / 94 / In Recent medical report, pancreas cancer has reached the 8th in leading cause of cancer death in Taiwan. Based on the epidemiology study, there is a high incidence of the pancreatic cancer in Euramerica, almost one out of ten thousands in morbidity. About 800 people die of this cancer each year in Taiwan, and the figure is up trending. Most of the prognosis for pancreas cancer is not specificity, such as in appetence, abdominal distension or pains are some demo...

Wu, Chia-Ming, 吳嘉明

碩士 / 國立臺灣海洋大學 / 航運管理學系 / 105 / For the time being, the market of real estate remains at the downturn; nonetheless, competition among banks has turned ever fiercer for mortgage business is considered as one of the major source of revenue of banks. As such, the quality of mortgage credit matters greatly the stability of financial environment and sustainable operation of banks. To reduce the loss incurred from bad debts and increase revenue, it is necessary that a comprehensive set of risk evaluati...

Lin, Chih-Min, 林志珉

碩士 / 國立屏東科技大學 / 工業管理系所 / 105 / Inventory is always important issue in production systems. Traditional lot size models of Economic Production Quantity assumed that merchandises could store without time limitations. However, most of value and quantity of merchandises would age, deteriorate, volatilize or corrupt during the process of holding practically. Those phenomenons let the value and quantity of merchandises decrease with time-varying. This kind of inventories so called Deteriorating Items. ...

Chih-PinHuang, 黃志彬

碩士 / 國立成功大學 / 財務金融研究所碩士在職專班 / 105 / This research’s main discussion is using Altman Bankruptcy Model and Logistic Regression Credit Rating Model to measure 323 public offering company of crisis warning case in the last ten years in Taiwan, measuring finance crisis occurred before a years and two years of warning capacity . Due to the economic recession in recent years worldwide , many large company and government default event occurred endlessly. Company borrowing cost stayed at low point led to...

Chu, Chun-Ya, 朱君亞

碩士 / 國立政治大學 / 金融學系 / 106 / With globalization, new technology and more complicated financial instruments, the financial market become more volatile, making risk management an inevitable issue. In this paper, we define a major financial crisis event as a "financial stress event." It uses the stock market crash as a criterion for the occurrence of a "financial stress event," and define two different judgment periods of 6-months and 3-months respectively. Using the variables such as interest rate, ...

WU, CHENG-WEI, 吳承瑋

碩士 / 逢甲大學 / 運輸與物流學系 / 106 / In order to improve road safety and driver’s driving skill, Directorate General of Highways(DGH), Ministry of Transportation and Communication(MOTC) decide to reform the driving license test. Since March,2016, DGH started the second stage of practical road driving test for the driver license, and there are more than 8,000 people participated. Then, it was waiting until the next year May 1st, 2017, DGH started the official practical driving test. It means that the all ...

SUN, YU-CHEN, 孫昱程

碩士 / 國立虎尾科技大學 / 資訊工程系碩士班 / 106 / The research direction of automotive electronics has evolved with the invention of a controller area network with flexible data (CAN FD) bus. This study developed an engine control unit (ECU) node with an advanced driver assistance systems (ADAS) based on the CAN FD bus, which combines an embedded Throttle-CAN FD ECU node and an embedded Steer-CAN FD ECU node. The nodes used the LPC1768 to control the USB host to read the information of the USB steering wheel set...

Ho,Jen-Ming, 何仁銘

碩士 / 國防大學理工學院 / 機械工程碩士班 / 100 / With increasingly shrinking defense budget, the Integrated Logistics Support must be taken to do the most effective logistics management for maintaining operation performance, maintenance efficiency and reducing maintenance costs. It's also an important issue to import the appropriateness of the architecture specification and to effectively integrate various job of systems. This study investigates how to apply the structural-functional analysis to design the logis...

Hsu, Chiu-Yuan, 許九元

碩士 / 國防大學理工學院 / 機械工程碩士班 / 100 / The goal of this research is to build a model in order to analyze and study the military Logistic-Supply-Maintenance operation. For this approach, the theory of the architecture with Structure-Behavior Coalescence is adopted in the research. By using the above architecture, the Supply-Maintenance operation can be described in detail such as element, behavior, interactive behavior. Further the research efforts are directed at understanding the merits and defects of...

Seelong Lin, 林錫龍

碩士 / 國立臺北科技大學 / 商業自動化與管理研究所 / 94 / Nowadays, satisfactions of customers have become important competitiveness of enterprises. The idea of passive reverse logistic in enterprises has been transformed. In order to promote the image of enterprise and increase the service level to customers, enterprises take the initiative in reverse logistic. Under this management pattern, enterprises must take the responsibility of guarantee and service, which is a big challenge for large-scale enterprises. Mainta...

Chen-hsing Li, 李振興

碩士 / 朝陽科技大學 / 工業工程與管理系碩士班 / 94 / Abstract Businesses currently face with rigorous challenges in search of operational performance in the intense competitive environments. The present paper samples the suppliers of one central satellite system of the automobile industry in Taiwan to examine the intricate relation of supply chain integration, JIT production and JIT purchase, and the levels of their influences on the logistics performance. The present paper used a conceptual research framework, fol...

Chen, Sin Jhih, 陳信志

碩士 / 國立清華大學 / 統計學研究所 / 104 / Making use of the open data from the Central Weather Bureau in Taiwan, this thesis develops a statistical model for multi-step rainfall probability forecasts. The data considered include the rainfall gauge data at the monitoring sites, the satellite cloud image and the radar reflectivity images around the Taiwan area, which are naturally informative to the rainfall tendency. The data are further integrated according to various spatial and temporal resolutions and sum...

Po-Hsien Li, 李柏憲

碩士 / 中國文化大學 / 資訊管理學系 / 101 / The widespread of new technology applications and service innovation have driven the paradigm shift of the publishing industry. In particular, the mature of e-books and digital contents, two typical innovative technologies, has not only shorten the product life cycle of contents, but also made the whole ecosystem and consumer behaviors of the industry changed dramatically. How to improve profitability, therefore, becomes a vital issue for the publishing industry in T...

Chao-chun Wang, 王超駿

碩士 / 立德大學 / 科技管理研究所 / 96 / Although the RFID technology has been developed as early as WWII, due to the cost exorbitant and the whole structure has not been mature, until last few years has been widely applied. There are many successful applications such as metro ticket, exercise competition, security of entrance guard , biochips, cargo tracking , medical administration , even in supply chain and the logistics in Iraqi war also can be seen the RFID tech and obtained effective of well-monitoring ...

YUAN,TAO-KUAN, 袁道寬

碩士 / 國立臺北大學 / 統計學系 / 105 / The purpose of this study is to investigate the risk assessment of the marine cargo insurance. We only focus on the policy for the insured voyage that belongs to Institute Cargo Clause A. The data used in this study extract from two data sources. The first and major dataset is the policy and claim datasets collected by an insurer in Taiwan during the 2014 to 2015. The second dataset is an open data collected by the World Bank. We use the logistic regression and Bayesi...

Ming-Hung Hsieh, 謝明宏

碩士 / 朝陽科技大學 / 企業管理系碩士班 / 93 / Excellent sales people are unquestionably the critical success factor for every company. Even the company can develop the best product and own the best position, it is very difficult to stand out from the dynamic and changing enviroment and creat the product value in the market without competent sales people and sales operation. Therefore, sales team play an very important role in the company. In light of the urgent needs of professional sales people and professiona...

Wang-liang Lee, 李旺良

碩士 / 國立中山大學 / 人力資源管理研究所 / 96 / The enterprise battlefield is estate, enterprise is among estate competitiveness manage the success or failure key. Though M. Porter brings forward competition strategy think: Enterprise will be confronted with ‘stuck in the middle’ awkward situation if being able to not to choose from cost leadership, differentiation and focus strategy alternative. Afterwards, Porter indicates that in one book "Country Competitive Advantage ": Have a lot of enterprise indeed cost ...

柳文生

碩士 / 中華大學 / 科技管理研究所 / 92 /

Yun-YaoChen, 陳韻堯

碩士 / 國立成功大學 / 製造資訊與系統研究所碩博士班 / 99

Yu-Pei Cheng, 鄭玉珮

碩士 / 國立勤益科技大學 / 工業工程與管理系 / 101 / This research subject lies in the study conveyance carbon footprint to be more precise, the usage satellite register precise clamping function makes the conveyance link into a car track, the logistics car sends back through the satellite register after returning to logistics center the data takes into to operate the system of establishment through this research to the host and get this vehicle to drive today of carbon footprint and goods are at the conveyance car...

Chen, Kuan-Hung, 陳冠宏

碩士 / 國立交通大學 / 工業工程與管理學系 / 99 / It is common to pay interest when enterprises borrow funds from the banks or financial institutions. Generally, enterprises will prepay their mortgage loans with prepayment penalty if the market interest rates decline. If interest rates remain stable or increase, enterprises may put off prepayments until rates decline or other circumstances arise. This prepayment behavior will decrease the banks or financial institutions’ expected interest and make an unexpected ca...

chia-kuan lin, 林家寬

碩士 / 開南大學 / 物流與航運管理學系 / 97 / This study is for the purpose of probing into the service quality and the customer satisfaction, and several of services furnished by the logistic department from the receiver points of view. The main job for logistic department is not only to provide the concrete parts for maintenance personnel, but to affect the aircraft maintenance directly. It would easily be neglected the perception as the logistic department only serves the interior members, and regards it as t...

Jing-Lung Chuang, 莊景隆

碩士 / 大葉大學 / 資訊管理學系碩士班 / 97 / This study empirically examines the relationship between reverse logistic system and customer satisfaction. The focus of this study, service personnel with service en-counter and the repair operation with system, whether affect the customer to judge overall satisfaction with the film and customer satisfaction in 3C mall or not. This study has focused on the customer satisfaction in reverse logistic system－Take the repair operation in 3C mall. It base on researcher Ne...

YEN-TING LO, 羅彥婷

碩士 / 中原大學 / 數學研究所 / 97 / As society progresses, the consumer product or service quality standards are also getting higher and higher. Undoubtedly, quality has become a consumer choice of goods or services that need to be considered one of the important elements, but also deciding whether the development of sustainable management of key points. Quality has become an important competitive advantage to maintain niche, process quality control is the key to the impact of product quality. Enhance the ...