Research

No.

Name

Year

Chinese Title

English Title

Professor

1

江漢龍

109

因應無人商店之特性調整商品上架人力研究

The research on shelf staff assignment of merchandise on the characteristics of unmanned stores

李孟峰 Mong-Hong Lee 溫演福 Yean-Fu Wen

2

楊晴穎

109

深度強化學習於投資組合管理交易策略

Deep Reinforcement Learning in Portfolio Management for Trading Strategies

戴敏育 DAY, MIN-YUH

3

許程閔

109

根基於Hyperledger Fabric區塊鏈近似最佳效能配置策略分析之研究

Research of the Near-Optimal Performance Configuration Strategy Analysis for Hyperledger Fabric Blockchain

溫演福 WEN,YEAN-FU

4

黃俊友

109

根基於礦池大小之收益與費用策略模擬研析-以比特幣系統為例

Strategy Simulating and Analyzing on Reward and Fee Effect on the Size of Mining Pools - A Case of Bitcoin System

溫演福 Wen, Yean-Fu

5

郭家妤

109

網紅代言人之影響力量表發展與驗證

Social Media Influencers’ Impact: Scale Development and Validation

汪志堅 Chih-Chien Wang;張淑楨 Shu-Chen Chang

6

林奕銜

109

運用時間卷積網絡預測股市走向之研究

Deep Learning with Temporal Convolution Network for Financial Market Predictions

戴敏育 DAY, MIN-YUH

7

周若晴

109

應用深度學習於Covid-19疫情下之國際股價指數趨勢分析與預測

International Stock Index Analysis and Prediction Using Deep Learning During the COVID-19 Pandemic

戴敏育 DAY, MIN-YUH

8

王澤生

109

運用深度學習技術提取中文內容中的實體關係

Applying Deep Learning Techniques to Extract Relations from Chinese Content

戴敏育 DAY,MIN-YUH

9

陳姵縈

109

品牌在社群媒體上表達對社會議題的立場之影響： 網路討論、品牌認同和抵制

The Influence of Brand Take a Stand on Social Issues in Social Media: Online Debates, Brand Identification, and Boycott

汪志堅 WANG, CHIH-CHIEN

10

高隆慶

109

半監督式專利學習與特徵功效分類 -以功率二極體為例

Semi-Supervised Learning on Patent and Characterized Performance Classification – A Case Study of Power Trench Schottky Rectifier

溫演福 WEN,YEAN-FU;陳郁方 CHEN, YU-FANG

11

吳春蓮

108

仇恨言論詞典建構與人工智慧偵測

Chinese Hate Speech Detection Using Deep Learning- and Lexicon-based Approaches

汪志堅 WANG, CHIH-CHIEN;戴敏育 DAY, MIN-YUH

12

夏鶴芸

108

應用深度學習與自然語言處理新技術預測股票走勢 – 以台積電為例

Stock Price Trend Prediction Using Deep Learning and Natural Language Processing New Technology - A Case Study of TSMC

方鄒昭聰 FANG-TSOU, CHAO-TSOU

13

楊婉伶

108

短片與直播在社群與直播平台上的評估：行為與脈絡

An Evaluation of Short Video and Live Streaming on Social Media and Live Streaming Platforms: Behavior and Context

蔡坤宏 Tsai, Kuen-Hung;江義平 Chiang, I-Ping

14

江采軒

108

探討消費者特徵與保險商品選擇之研究 -以醫療險為例

Research on consumer characteristics and selection of insurance products- taking medical insurance as an example

方鄒昭聰 Fang-Tsou, Chao-Tsong

15

邱彥誠

108

應用人工智慧於股市新聞與情感分析預測股價走勢

Deep Learning for Stock Price Trend Prediction Using Financial News and Sentiment Analysis: BI-GRU, BERT and ALBERT

汪志堅 WANG, CHIH-CHIEN;戴敏育 DAY, MIN-YUH

16

張杰暄

108

應用自然語言深度學習進行中文文本錯別字偵測

Chinese Text Anomaly Detection – Applying Natural Language Deeping Learning Techniques

方鄒昭聰 FANG,ZHOU, ZHAO-CONG

17

陳融威

108

探討業務人員組織發展途徑與推薦-以保險經紀人為例

The Study of Salespersons' Organizational Development Process and Recommendation : The Case of Insurance Brokers

方鄒昭聰 FANG-TSOU, CHAO-TSONG

18

黃詩媛

108

應用資訊科技協助建立醫療院所慢性疾病連續性照護模式

Information technology to help Medical institution build continuous care services model of chronic illness

方鄒昭聰 FANG-TSOU, CHAO-TSONG

19

莊曜名

108

影響保險經紀人員銷售獨售商品關鍵因素之研究

Study on Key Factors Influencing Insurance Brokers on Selling Special Insurance Products

方鄒昭聰 FANG-TSOU, CHAO-TSUNG;林慶昌 LIN, CHING-CHANG

20

梁貝僖

107

以資訊化為基礎精進醫療物資調度機制之研究

Research of Intensive Medical Material Dispatch Mechanism Based on Informationization

方鄒昭聰 Fang-Tsou,Chao-Tsong

21

黃智彙

107

影響消費者選擇共享經濟的成因及其重要性之探究

Factors Affecting Consumers’ Choice of Sharing Economy and Its Importance

蔡坤宏 TSAI, KUEN-HUNG;江義平 CHIANG, I-PING

22

沈易星

107

應用深度強化學習進行星海爭霸II之迷你遊戲

Applying Deep Reinforcement Learning in Playing Simplified Scenarios of StarCraft II

陳宗天 CHEN, TSUNG-TENG

23

高偉晉

107

基於深度學習與自然語言處理發展的情感對話機器人-以短文本情感對話生成為例

Deep Learning and Natural Language Processing Based Emotional Chatterbot Development: In Short Text Emotional Conversation Generation Case

汪志堅 Chih-Chien Wang;戴敏育 Min-Yuh Day

24

周子策

107

保險領域之自然語言查詢系統應用研發

Research and Development of Natural Language Query System in Insurance Domain

方鄒昭聰 FANG-TSOU,CHAO-TSONG

25

吳依柔

107

跨國與跨裝置資訊行為探勘

Mining user’s information behavior across devices and countries

黃俊堯 HUANG, CHUN-YAO;江義平 CHIANG,I PING

26

蔣承諭

107

財經類真假新聞與股價操縱-以必翔為例

Analyzing Online Fake Business News Communication and the Influence on Stock Price: A Real Case in Taiwan

汪志堅 Wang,Chih-Chien

27

盧致嘉

107

根基於行動邊緣運算之多媒體影音快取和網路分流排程研究

Study on Multimedia Cache and Slice Scheduling for Mobile Edge Computing

溫演福 WEN, YEAN-FU

28

胡東鎮

107

基於聊天機器人互動資訊之保險經紀人分組

Group Categorizing Agent based on Interacting Data with Chatbot

方鄒昭聰 FANG-TSOU, ZHAO-CONG

29

胡林辳

107

植基於深度學習假新聞人工智慧偵測： 台灣與美國真實資料實作

Deep Learning Based Fake News AI Detection：Evidence From Taiwan and USA News Report

汪志堅 WANG, CHIH-CHIEN ;戴敏育 DAY, MIN-YUH

30

吳秉儒

107

根基於區塊鏈資料廣播之轉送節點指派演算法研究

Study on Forwarder Assignment Algorithms for BlockChain Data Broadcasting

溫演福 WEN,YEAN-FU

31

劉昱呈

107

應用主題模型解析研究議題之趨勢

Research Trend Analysis Using Topic Modeling

陳宗天 CHEN, TSUNG-TENG;李瑞元 LEE,RUEY-YUAN

32

陳韻琪

107

以資訊系統平台提升應變演練效益之研究

Research of Improving the Benefits of Event Response Exercise with Information System Platform

方鄒昭聰 FANG-TSOU, CHAO-TSOU

33

楊少捷

106

臺灣電影口碑語料庫之建置架構

A Framework of Building Taiwan Movie Word-of-Mouth Corpus

汪志堅 WANG, CHIH-CHIEN;戴敏育 DAY, MIN-YUH

34

陳彥杰

106

字串型態的使用者行為分布建模

Distribution of User Behavior in String Type Modeling

陳郁方 CHEN, YU-FANG;溫演福 WEN, YEAN-FU

35

吳冠誼

106

利用機器學習辨識專有名詞 – 以提升中文斷字斷詞的績效

Proper Noun Identification Using Machine Learning – Elevate the Performance of Chinese Word Segmentation

陳宗天 Chen, Tsung-Teng

36

林桓均

106

改進深度學習自動作曲系統- 應用更豐富的MIDI資料

Automatic Music Composition System Using Deep Learning – Utilizing Full-Ranged MIDI Data

陳宗天 CHEN, TSUNG-TENG

37

江孟璇

106

社群媒體使用行為之構形探究

The Use of Social Media: A Configurational Perspective

蔡坤宏 TSAI, KUEN-HUNG;江義平 CHIANG, I-PING

38

陳彥竹

106

根基於IEEE 802.11ac傳輸模式選擇以增進服務品質研究

Study on IEEE 802.11AC Transmission Mode Selection for Network Service Quality Improvement

溫演福 WEN, YEAN-FU

39

蔡汶儒

106

5G網路緩存與傳輸效能改善-以Facebook內容遞送為例

5G Cache and Transmission Performance Improvement – The Case of Facebook Content Deliver

溫演福 WEN,YEAN-FU

40

王怜惠

106

社群媒體廣告對顧客參與影響之探究

Exploring the Effects of Social Media Advertisement on Customer Engagement

蔡坤宏 TSAI, KUEN-HUNG;江義平 CHIANG, I-PING

41

王俐涵

106

結合使用者與項目為基礎之協同過濾文獻推薦系統-學術大數據之應用

Combining User-based and Item-based Collaborative Filtering for Research Paper Recommendation System - Application of Academic Big Data

陳宗天 CHEN, TSUNG-TENG

42

林珮雯

106

共享經濟驅動力對消費者使用意圖之影響性探究

Exploring the Impacts of Sharing Economy Drivers on Consumers’ Usage Intention

蔡坤宏 TSAI, KUEN-HUNG;江義平 CHIANG, I-PING

43

劉家瑋

106

應用人工智慧方法偵測網軍口碑

Applying of Artificial Intelligence Methods to Detect Spam Reviews

汪志堅 WANG, CHIH-CHIEN ;戴敏育 DAY, MIN-YUH

44

林士傑

106

緊急醫療物資儲備中心選址之研究

A study on location selection for emergency medical logistics centers

方鄒昭聰 FANGTSOU, CHAO-TSONG

45

江昶毅

106

並行資料處理結果不一致分析與改善研究

STUDY ON INCONSISTENT ANALYSIS AND IMPROVEMENT OF CONCURRENT DATA PROCESSING RESULTS

陳郁方 Chen, Yu-Fang;溫演福 Wen, Yean-Fu

46

顏銘伯

105

應用主題模型提升電影推薦系統之績效

Enhancing Movie Recommender Systems with Topic Modeling

陳宗天 Chen, Tsung - Teng

47

吳秉澤

105

探討社群網站不持續使用之因素-社群網路疲勞觀點

The Factors of Discontinued Use of Social Networking-Perspective of Social Network Fatigue

何政勳 Ho, Cheng-Hsun

48

廖元嘉

105

資料分析應用於高速公路旅行時間預測之研究

Study on Highway Travel Time Prediction through Data Analysis

溫演福 WEN, YEN-FU

49

陳安怡

105

運用文字探勘及情緒分析技術發展店家品項評價模組

Using the Text Mining and Sentiment Analysis Technology to Develop the Store Commodity Evaluation Module

方鄒昭聰 FANG-TSOU, CHAO-TSOU

50

杜守恩

105

創新特質、社群網站特性、品牌社群參與行為與社群意識及權益之關聯研究

Exploring the Relationships among Innovators, Social Networking Sites Quality, Brand Communities Engagement, Sense of Community and Equity

蔡坤宏 TSAI, KUEN-HUNG;江義平 CHIANG, I-PING

51

李糧旭

105

應用巨量引文文獻資料庫建置之參考文獻推薦系統

A references recommender system utilizing a massive bibliographic database

陳宗天 Chen, Tsung-Teng

52

陳立祥

105

運用程式分析於巨量交易處理分流暨系統資源動態配置以增進系統效能

Apply the Program Analysis in Massive Transaction Shunting and Resource Allocating to Enhance System Performance

溫演福 Yean-Fu Wen

53

林楷傑

105

社群商務網站知覺定位之探究

Building Perceptual Positioning Maps for Social Commerce Sites

蔡坤宏 TSAI, KUEN-HUNG;江義平 Chiang, I-Ping

54

蔣誌元

104

消防火警資料視覺化輔助分析系統之研究

Study on Fire Data Visualization Aided Analysis System

方鄒昭聰 Fang-Tsou,Chao Tsong;溫演福 Wen, Yan-Fu

55

連子恒

104

運用賽局理論於異質無線網路選擇以增進網路效能

Using Game Theory in Heterogeneous Wireless Access Selection to Enhance Network Performance

溫演福 Wen,Yean-Fu

56

曾巧雲

104

職場社交軟體溝通的黑洞：工作與家庭角色衝突、工作壓力、效率與團體認同

Always on Duty? The Negative and Positive Effects of Using Mobile Social Networking Tools for Work

楊運秀 YANG, YUN-HSIOU;汪志堅 WANG,CHIH-CHIEN

57

郭怡葶

104

影響診所電子病歷互通系統使用意圖之因素

The Factors Affecting Clinics’ Use Intention of Interoperable Electronic Health Records System

何政勳 Ho, Cheng-Hsun;溫信財 Wen, Hsyien-Chia

58

吳佳惠

104

穿戴式裝置採用與跨屏行為探究

Exploring Wearable Device Adoption and Cross-Screen Behavior

蔡坤宏 Tsai, Kuen-Hung;江義平 Chiang, I-Ping

59

邱則凱

104

迭代大數據運算效能改善¬¬－以Spark程式為例

Performance Improvement for Big Data Iterative Computing－The Case Study of Spark Program

溫演福 WEN,YEAN-FU;陳郁方 CHEN, YU-FANG

60

謝祥榆

104

應用區域敏感雜湊進行中文文獻分類之研究

Classification of Chinese Document Corpora Using Locality Sensitive Hashing

陳宗天 CHEN,TSUNG-TENG;何善輝 HO,SHAN-HUI

61

林昱叡

104

這是業配文嗎？網軍的貼文型態與網絡分析

Is This a Fake Review? Analytics on Types of Opinion Posting and Social Network of Spammers

汪志堅 WANG, CHIH-CHIEN;戴敏育 DAY, MIN-YUH

62

邱政琦

104

運用資料探勘於火警案件發生預測之研究

Research on the Predictions of Fire Incidents with Data Mining

方鄒昭聰 Fang-Tsou, Chao-Tsong

63

楊絜雲

104

智慧型手機使用者社群資訊行為探勘

Exploring Smartphone Users' Social Information Behavior

蔡坤宏 TSAI, KUEN-HUNG;江義平 CHIANG, I-PING

64

羅詩惠

104

社群媒體廣告參與行為：成因與效益研究

Customer Engagement on Social Media Advertising: Antecedents and Consequences

蔡坤宏 TSAI, KUEN-HUNG;江義平 CHIANG, I-PING

65

李治平

104

應用區域敏感雜湊對文獻進行分類之研究

A Language Neutral Text Classification Method Using Locality Sensitive Hashing

陳宗天 Chen, Tsung-Teng

66

吳帛儒

104

資料探勘應用於火警勤務派遣時間效率之研究

The Study of Data Mining Approach on the Time Efficiency of Fire Dispatch

方鄒昭聰 Fang-Tsou,Chao-Tsong

67

林盈萱

104

主題模型集群與鏈結導出集群之一致性檢定

The Congruity between Document Clusters Derived From LDA Topic Modeling and Traditional Link-Based Expectation Maximization Method

陳宗天 CHEN, TSUNG-TENG

68

鄭宇傑

103

以核運算方法與LDA主題模型產生文字標籤之比較研究

A Comparative Study of Automatic Text Labeling Using Von Neumann Kernel and LDA Topic Model

陳宗天 CHEN, TSUNG-TENG

69

梁佳琪

103

社交購物行為與效果探究:以集體智慧與失調之觀點

Exploring the Effects of Social Shopping Behavior: in Perspective of Collective Intelligence

蔡坤宏 Tsai, Kuen-Hung;江義平 Chiang, I-Ping

70

蔡孟修

103

文獻重要性與LDA分佈機率值之關聯性研究

The Congruence between Linkage Derived Importance and Content Based LDA Topic

陳宗天 Chen, Tsung Teng;何善輝 Ho, Shan Hui

71

林毓棟

103

運用雲端服務平台於有機農產品驗證之研究

Applying Cloud Service Platform for Verification of Organic Agricultural Products

方鄒昭聰 Fang-Tsou Chao-Tsong

72

林家毅

103

多重通路零售採用行為與決策因素探究

Exploring the Adoption Behavior and Determinants on Multi-Channel Retailing

蔡坤宏 Tsai, Kuen-Hung ;江義平 Chiang, I-Ping

73

陳巧捷

103

以資料探勘、問卷實驗、眼動分析、深度訪談探討口碑說服的集體失調、情緒強度、效價效應

The Influence on Persuasion Effect of WOM of Collective Dissonance, Emotional Intensity, And Valence: Data Mining, Experimental Design, Eye-Tracking Analysis and In-Depth Interview

汪志堅 Wang, Chih-Chien

74

黃馨儀

103

智識建構方法論之改進研究

Improving the Intellectual Structure Methodology – An Experimental Study using Multiple Document Corpora

陳宗天 Chen, Tsung Teng

75

吳昱承

103

大眾奢侈價值對品牌印象之影響 - 以旗艦級智慧型手機為例

The Influence of Mass Luxury Value on Brand Image – A Case Study of High-end Smartphone

何政勳 Cheng-Hsun Ho

76

莊承展

103

社群媒體廣告衡量研究

Measuring the Effects of social media advertising

江義平 Chiang, I-Ping;蔡坤宏 Tsai, Kuen-Hung

77

李明哲

103

口碑有用性的負面偏誤效應: 植基於實際口碑資料之情感分析

A study of negativity bias effect of usefulness of word of mouth based on sentiment analysis of actual online customer reviews

汪志堅 Wang Chih-Chien

78

黃信翔

103

動態規劃運動與熱量攝取管理輔助系統研究

Dynamic Programming Exercise and Caloric Intake Management Support System Research

方鄒昭聰 Fangtsou, Chao-Tsoug;溫演福 Wen, Yean-Fu

79

洪菽婉

103

虛擬社群意識對虛擬社群知識分享行為之影響─整合社會資本與社會交換觀點

The Impact of Sense of Virtual Community on Knowledge Sharing Behavior in Virtual Communities - An Integrated Perspective of Social Capital and Social Exchange

何政勳 Ho, Cheng-Hsun

80

王迺欽

103

火災現場資源管理系統─以新北市政府消防局為例

Development of Fire Scene Resource Management System – A Case Study of Fire Department, New Taipei City Government

方鄒昭聰 Fang-Tsou Chao-Tsong

81

高靜蘭

103

消防災害現場通報輔助管制系統 -以新北市火警救災為例

A Fire Scene Notification Supporting System - A Case Study in Fire Department of New Taipei City

方鄒昭聰 Fangtsou, Chao-Tsong

82

毛昱翔

102

產品類型、認知價值、認知風險對通路選擇之影響

Influenes of product type, perceived value, and perceived risk on channel selection

何政勳 Ho, Cheng-Hsun

83

王培樺

102

負面口碑的傳播：服務失誤、負面情緒、人格特性的影響

Spreading or Not? The Role of Service Failure, Negative Emotion, and Personality Trait in Negative Electronic Word-of-Mouth Communication

汪志堅 Chih-Chien Wang

84

彭林慧

102

應用正規化共引關係改進智識建構議題辦識 - 以因素內文一致性驗證

The Application of Normalized Co-citation Metrics for Better Intellectual Structure Derivation – An Experimental Study using Multiple Document Corpuses

陳宗天 Chen, Tsung Teng

85

陳頴仲

102

網路口碑對購買意圖之影響 - 虛擬社群意識之調節角色

The Impact of eWOM on Purahase Intention - The Moderating Role of Sense of Virtual Community

何政勳 Cheng-Hsun Ho

86

洪克宇

102

動態切換3G和WiFi無線存取以增進節電效率

Dynamically Switching Between 3G and WiFi Wireless Access to Enhance Energy Efficiency

溫演福 Wen, Yean-Fu

87

郭孟慈

102

以音樂理論為基礎之全自動編曲系統實作

The Development of Music Theoretical Based Automatic Music Arrangement System

陳宗天 Tsung-Teng, Chen

88

王彥叡

102

應用潛在語意分析建構階層式概念集群之分群法

Hierarchical Concept-based Documents Clustering by Applying the Latent Semantic Analysis Iteratively

陳宗天 Chen, Tsung-Teng

89

陳柏瑋

102

營養諮詢雲端創新服務系統研製

Nutrition Counseling Cloud Innovative Service System Development

溫演福 Wen Yean Fu

90

楊喻閔

102

運用品質管理於消防車輛報修管理系統與消防車輛品質管理機制研究 – 以新北市消防局車輛保養中心為例

Applying Quality Management and Designing Quality Management Mechanisms for Fire Vehicle Repair Management System - A Case Study of Fire Department Vehicle Maintenance Center of New Taipei City Government

方鄒昭聰 Chao - Tsong Fang - Tsou

91

王凱立

102

正、負面情緒在電腦資訊的學習中扮演之動態角色

Beyond Flow Experience: Learners’ Positive and Negative Emotions Related to Computer-based Instruction

汪志堅 Chih-Chien Wang

92

黃琳涵

102

社群媒體行銷參與模式：成因與效益

Social Media Marketing Engagement Model:Antecedents and Consequences

蔡坤宏 Kuen-Hung Tsai;江義平 I-ping Chiang

93

邱韻蓉

102

整合社群網絡之多準則餐廳推薦系統

Integrating Multi-criteria Restaurant Recommendation Systems on Social Networks

溫演福 Yean-Fu Wen

94

許銘彰

101

學習從“心”開始：數位學習之心流經驗與腦波分析

Flow Experience and Challenge-Skill Balance in e-Learning

汪志堅 Wang, Chih-Chien

95

王威傑

101

鏈結導出的因素與內文衍伸的集群間之一致性檢定－以多文集驗證之實證研究

The Congruity between Linkage-Based Factor and Content-Based Cluster - An Experimental Study using Multiple Document Corpuses

陳宗天 Chen, Tsung Teng

96

吳庭昀

101

線上角色扮演遊戲虛擬寶物之消費價值與沉沒成本對購買意圖之影響

The Impact of Consumption Value of Virtual Items and Sunk Cost on Purchase Intention

何政勳 Cheng-Hsun Ho

97

吳柏翰

101

應用RFID於人力訓練履歷系統與追蹤追溯機制研究-以健康休閒產業為例

The Study of Applying RFID Technology in Training Pedigree System and Track and Trace Mechanism - A Case Study of Health and Leisure Industry

方鄒昭聰 Fangtsou, Chao-Tsoug;陳瑞陽 Chen, Rui-Yang

98

陳宣佑

101

線上顧客參與行為成效探究

Exploring the Effects of Online Customer Engagement

江義平 I-ping Chiang,;蔡坤宏 Kuen-Hung Tsai

99

李靉秜

101

軟體屬性、心流體驗及消費者衝動性對行動遊戲「軟體內購買」之影響－衝動性購買觀點

The impacts of software attributions, flow experience, consumer impulsiveness on In-App purchase: An impulse buying perspective

何政勳 Cheng-Hsun Ho

100

楊銘鴻

101

自動推薦於資源整合最佳化之研究 -以健康休閒產業育成資源為例

The Study of Applying Automatic Recommendation to Optimize Resource Integration - A Case Study of the Incubator Resource in Health and Leisure Industry

方鄒昭聰 Fangtsou, Chaotsong;陳瑞陽 Chen, Juiyang