李永銘

From Sentiment to Insight: Contrastive Emotion Learning and Emotional Network Analysis for Cosmetic Reviews

資訊管理研究所

負向情緒共振分析、對比學習、細粒度情緒分析、消費者評論、產品洞察、Negative Emotion Resonance analysis、Product insights、Consumer reviews、Contrastive learning、Fine-grained emotion analysis

Detecting Manipulation Trajectories in Conversational Scams via Dialogue-Act Sequence Modeling

資訊管理研究所

對話式詐騙偵測、對話行為、序列建模、BiLSTM、跨分佈泛化、檢索增強生成、可解釋人工智慧、conversational scam detection、dialogue acts、sequence modeling、cross- distribution generalization、retrieval-augmented generation、explainable AI

CA-LSG: A Multimodal Tie-Strength Inference Framework for Social Recommendation

資訊管理研究所

社群推薦系統、多模態學習、社交連結強度、Social Recommender System、Multimodal Learning、Social Tie Strength、Vision-Language Mode

Data Augmentation Strategy for Mental Health Dialogues Based on Emotion Arousal and User Intent

資訊管理研究所

心理健康、情感對齊、資料增強、大型語言模型、檢索增強生成、mental health、emotion alignment、data augmentation、large language model、retrieval-augmented generation

Balancing Personalization and Diversity in Hairstyle Recommendation via Preference-Adaptive Multi-Phase Ranking Framework

資訊管理研究所

髮型推薦、偏好調適排序、使用者回饋校準、DPP 多樣性排序、視覺重排序、臉型與臉部屬性分析、視覺語言模型、hairstyle recommendation、feedback-calibrated ranking、preference-adaptive ranking、determinantal point process、visual cross-encoder reranking、face analysis、vision- language model

A Culture-Aware Retrieval-Augmented Large Language Model Framework for Fine-Grained Sentiment Reasoning in Hotel Reviews

資訊管理研究所

大型語言模型、檢索增強生成、跨文化心理學、細粒度情緒分析、飯店評論、隱性情緒、Large Language Models、Retrieval Augmented Generation、Cross-Cultural Psychology、Fine-Grained Sentiment Analysis、Hotel Reviews、Implicit Sentiments

Attention Economy and User Behavior on Short-Form Video Platforms: The Impact of Speeded Playback on Attention Dispersion and Purchase Intentions

管理學院專班-資訊管理學程

短影音、ELM推敲可能性模型、購買意圖、倍速播放、廣告相關性、Short-Form Video、ELM、Purchase Intention、Speeded Playback、Perceived Ad Relevance

Multi-Class Squat Error Classification Based on Skeleton Sequences: A Comparative Study of Model Architectures and Feature Engineering

管理學院專班-資訊管理學程

正面視角、多類錯誤分類、MediaPipe、骨架序列、動作辨識、深蹲分析、機器學習、Frontal View、Multi-class Error Classification、Skeleton-based Sequence、Motion Recognition、Squat Analysis、Machine Learning

AI Stock Selection Using U.S. Congress Trading Data: ML Factor Integration

管理學院專班-資訊管理學程

國會議員交易揭露、另類數據、資訊摩擦、動態集成學習、機器學習、量化交易、催化劑效應、Congressional Trading、Alternative Data、Information Friction、Dynamic Ensemble Learning、Machine Learning、Quantitative Investment、Catalyst Effect

Multimodal LLM based Automated Schema Induction for Zero- shot Dialogue State Tracking

管理學院專班-資訊管理學程

多模態大型語言模型、自動化 Schema 誘導、對話狀態追蹤、零樣本學習、網頁代理人、Multimodal Large Language Models、Automated Schema Induction、Dialogue State Tracking、Zero-shot Learning、Web Agent

Construction of a Short-form Video Micro-learning Environment:An LLM-based Auxiliary System

管理學院專班-資訊管理學程

短影音、微學習、提示詞驅動開發（PDD）、大型語言模型（LLMs）、LLM-as-a-Judge、Short-form Videos、Micro-learning、Prompt-Driven Development (PDD)、Large Language Models (LLMs)

Use Enterprise Social Media to Enhance New Information Technology Adoption – An Empirical Study in A Multinational Company

管理學院專班-資訊管理學程

企業社群、科技導入、技術接受模型、VPRC架構、跨國公司、文化維度、社群網路、數位轉型、Enterprise Social Media、Technology Adoption、TAM、VPRC、MNC、Cultural Dimension、Social Networks、Digital Transformation

Evaluating Generative AI-Driven Advertising: Perception, Attitude, and Intention Across Segments

資訊管理研究所

生成式人工智慧、AI廣告、推敲可能性模型、品牌態度、廣告知覺、人機協作、圖式不一致、廣告投放、Generative AI、AI Advertising、Elaboration Likelihood Model、Brand Attitude、Advertising Perception、Human-AI Collaboration、Schema Congruity、Computational Advertising

The Role of Generative AI and Human Intelligence in Shaping Human Content Creation

資訊管理研究所

生成式人工智慧、AI 生成內容、AI 圖像生成、AI 文字生成、人機協作、A/B 測試、Generative AI、AI-Generated Content、AI-Generated Image、AI-Generated Text、Human-AI Collaboration、A/B Testing

Stock Selection Strategies through the Analysis of Diverse Financial Texts Using Large Language Models

資訊管理研究所

大型語言模型、提示工程、鏈式思考、金融文本分析、股價預測、Large Language Models、Prompt Engineering、Chain-of-Thought Prompting、Financial Text Analysis、Stock Price Prediction

A Detection Mechanism to Identify Suspicious Sellers on C2C E-commerce Platforms Using Feature Engineering and Large Language Model

資訊管理研究所

電子商務、電商平台、大型語言模型、情緒分析、可疑賣家、詐欺偵測、E-commerce、E-commerce Platforms、Large Language Models、Sentiment Analysis、Suspicious Sellers、Fraud Detection

Generative AI Agent in Supply Chain: Automating Return Policy Decision and Enhancing Empathy, Clarity in Explanation

資訊管理研究所

生成式人工智慧、大語言模型、視覺語言模型、退貨資格預測、雙過程理論、人工同理心、Generative AI、Large Language Model、Vision-Language Model、Return Eligibility Prediction、Dual-process Theory、Artificial Empathy

A Framework for Detecting Misinformation in Social Media using Large Language Models

資訊管理研究所

社交媒體、虛假新聞偵測、大型語言模型 (LLMs)、情緒分析、主題分類、Social Media、Fake news detection、Large Language Models (LLMs)、Sentiment analysis、Topic classification

The Impact of Social Media Strategies on Brand Entrepreneurship and Growth: A Case Study of the Emerging Handmade Brand Boho À La Mode

管理學院專班-資訊管理學程

社群媒體策略、品牌創業、VPRC模型、創新的十個原點、商業模式圖、價值主張、Social Media Strategy、Brand Entrepreneurship、VPRC Model、Ten Types of Innovation、Business Model Canvas、Value Proposition Map

Start Up to Stand Out: A Startup Success Prediction Mechanism Combining Operational Information and Social Capital

資訊管理研究所

新創、成功檢測、社會資本理論、動態能力理論、情緒分析、社交參與、大型語言模型、Startups、Success Prediction、Social Capital Theory、Dynamic Capabilities Theory、Sentiment Analysis、Social Engagement、Large Language Models

Analyzing Post Features and Engagement Performance of Virtual and Human Influencers on Social Media

資訊管理研究所

虛擬網紅、真人網紅、Instagram、多模組分析、社會影響理論、電腦為社會行動者、Virtual Influencers、Human Influencers、Multi-Module Analysis、Social Influence Theory、Computers Are Social Actors (CASA)

Integrating Zero-Party Data with Generative AI: Protecting Privacy While Enhancing Customer Engagement

資訊管理研究所

生成式AI、零方數據、個性化廣告、提示詞工程、消費者參與、隱私保護、Generative AI、Zero-Party Data、Personalized Advertising、Prompt Engineering、Consumer Engagement、Privacy Protection

Economic Headwinds or Social Tides? Analyzing Drivers of Sustainable Consumption Engagement Online During Inflation

資訊管理研究所

永續參與、經濟心理學、社會影響、有限理性、使用與滿足理論、可解釋人工智慧、Sustainable consumption、Economic Psychology、Social influence、Bounded Rationality、Use and Gratifications Theory、Explainable AI

Generative AI for Immersive Recommendation in Digital Reading

資訊管理研究所

沉浸式閱讀、推薦系統、大型語言模型、機器學習、公平性評估、數位閱讀行為、immersive reading、recommendation system、large language model、machine learning、fairness evaluation、digital reading behavior

A Study on the Relationship Between Consumer Jungian Archetypes and Online Review Selection Behavior

管理學院專班-資訊管理學程

榮格原型、資訊處理理論、Google 評論、消費決策行為、人格心理學、Jungian Archetypes、Information Processing Theory、Google Reviews、Consumer Decision-Making Behavior、Personality Psychology

The impact of short video advertising value on continued viewing and purchase intention -A case study of purchasing e-commerce

管理學院專班-資訊管理學程

短影音、廣告價值、代購電商、short video advertising、advertising effectiveness、purchasing e-commerce

Research on the Impact of Agricultural Climate Change Reports on Rice Planting Decisions

管理學院專班-資訊管理學程

農業氣候變遷、情緒分析、稻米價格、種植決策、新聞、Agricultural Climate Change、Sentiment Analysis、Rice Prices、Planting Decisions、News

Corporate Digital Financial Service Innovation: A Case Study of C Bank

管理學院專班-資訊管理學程

數位金融、企業金融、應收帳款、企業網路銀行、電子發票平台、效益分析、VPRC模型、Digital Finance、Corporate Finance、Accounts Receivable、Corporate Online Banking、Electronic Invoicing Platform、Benefit Analysis、VPRC Model

Market Analysis of SASE Solutions in Taiwan-A Case Study of Network Security Providers

管理學院專班-資訊管理學程

SASE、臺灣市場、網路安全、數位轉型、VPRC 模型、Taiwanese market、Network security、Digital transformation、VPRC model

Price Prediction and Trading Strategy Value Analysis of Bitcoin Spot ETFs Based on Machine Learning

管理學院專班-資訊管理學程

比特幣現貨ETF、機器學習、價格預測、交易策略、財富管理、VPRC模型、資訊經濟價值、效益分析、Bitcoin Spot ETF、Machine Learning、Price Prediction、Trading Strategy、Wealth Management、VPRC Model、Information Economic Value、Benefit Analysis

Uncovering the Success Characteristics of Sustainable Brands in the Attention Economy

資訊管理研究所

永續品牌、注意力經濟、社會表徵理論、自我歸類理論、成功預測、Sustainable Brands、Attention Economy、Social Representation Theory、Self Categorization Theory、Success Prediction

From Identity to Authenticity: Unveiling Virtual Influencers' Content Strategies through Freudian Theory

資訊管理研究所

虛擬網紅、自我呈現、身分建構、文字分析、佛洛依德理論、Virtual Influencers、Self-Presentation、Identity Construction、Text Analysis、Freud’s Theory

GreenMask Off: A Greenwashing Detection Mechanism Leveraging the ARI Model

資訊管理研究所

綠色清洗、情緒 -理性 -參與模型、多模態分析、語言線索、社交參與分析、Greenwashing Detection、ARI model、Multimodal Analysis、Linguistic Cues、Social Engagement Analysis

Disclosing the Probability of Randomized Virtual Rewards Based on Consortium Blockchain

資訊管理研究所

聯盟鏈、機會型虛擬商品、戰利品箱、資訊揭露、超級帳本、Consortium Blockchain、Randomized Virtual Rewards、Loot boxes、Information Disclosure、Hyperledger

Explore The Content Expression and Interaction of Sexual Minorities in Social Media

資訊管理研究所

社群媒體、性少數、自我呈現、文本分析、情緒分析、Social Media、Sexual Minority、Self-Presentation、Text Analysis、Sentiment Analysis

Exploring the Impact of Symbol Construction and Social Influence on Engagement Rate in Short Text Creation in the Attention Economy

資訊管理研究所

注意力經濟、機器學習、情感分析、社會影響理論、社群關係、Attention Economy、Machine Learning、Sentiment Analysis、Social Influence Theory、Social Relationships

Integration of Symbolic Interaction in Potential Drug Abuse and Dependence Detection Mechanism

資訊管理研究所

藥物濫用、符號互動理論、社群支持、情緒分析、檢測機制、Drug Abuse、Symbolic Interactionism、Social Support、Sentiment Analysis、Detection Mechanism

Based on Cloud SIEM Benefits Analysis: A Case Study of Azure

管理學院專班-資訊管理學程

安全監控中心、雲端、Azure、安全資訊和事件管理、效益分析、VPRC模型、Security Operations Center、Cloud、Security Information and Event Management、Benefit Analysis、VPRC Model

Communication Test and Measurement Market Analysis： A Case Study of Measurement Equipment Vendor

管理學院專班-資訊管理學程

通訊測試與量測、通訊技術、量子通訊、4C架構、商業模式圖、VPRC模型、Communication Test and Measurement Market、Communication Technology、quantum communication、4C Theory Framework、Business Model Canvas、VPRC model

The Effectiveness Analysis of Radio Frequency Test Item Storage Method – A Case Study

管理學院專班-資訊管理學程

資料治理、資料儲存、射頻、自動化測試、VPRC模型、Data Governance、Data Storage、Radio Frequency、Automation Test、VPRC

Social Capital NFT Collection Recommendation Mechanism Combining Wash Trading Filtering and Trend Prediction

資訊管理研究所

非同質化代幣、社會資本理論、清洗交易、趨勢預測、推薦機制、Non-Fungible Token、Social Capital Theory、Wash Trading、Trend Prediction、Recommendation System

Enhancing Creator Economy: A Recommendation Mechanism for Subscription based Crowdfunding with Social Information Cascade

資訊管理研究所

播客、創作者經濟、訂閱式眾籌平台、資訊瀑布、推薦機制、Podcast、Creator Economy、Scription-based crowdfunding platform、Information cascade、Recommendation system

An exploratory study for investing the influence and business value of SMEs introducing cloud services

管理學院資訊管理學程

雲端服務、中小企業、資訊經濟模型、亞馬遜網路服務、微軟、科高、Cloud Services、SMEs、VPRC、AWS、Microsoft、Azure、GCP

Predict the Success of eSports Game based on Game Features and Social Engagement Intelligence

資訊管理研究所

電子競技、電子競技遊戲、社群互動智慧、遊戲特徵、成功預測、eSports、eSports Games、Social Engagement Intelligence、Game Features、Success Prediction

Influence of Creator-Audiences Interaction on Short Video Views

資訊管理研究所

短影音、社交影響理論、創作者經濟、文本特徵分析、播放量預測、Short Videos、Social Influence Theory、Creator Economy、Text Feature Analysis、Play Volume Forecast

Prediction of GameFi Project Success based on Player Involvement

資訊管理研究所

遊戲化金融、區塊鏈遊戲、訊號理論、資訊不對稱、玩家參與、GameFi、Blockchain games、Signaling theory、Information asymmetry、Player involvement

A Mental Illness Detection Mechanism with Social Action and Linguistic Style

資訊管理研究所

精神疾病、社會行動理論、語言風格、情緒分析、社群關係、Mental Illness、Social Action Theory、Linguistic Style、Sentiment Analysis、Social Relationships

Unveiling Subscription-Based Crowdfunding Success: The Role of Social Identity and Language Cues

資訊管理研究所

訂閱型群眾募資、社會認同理論、文本特徵分析、創作者經濟、成功預測、Subscription-Based Crowdfunding、Social Identity Theory、Textual Feature Analysis、Creator Economy、Success Prediction

AI Image Analysis of Therbligs in Smart Manufacturing for the Manufacturing Industry - I Company As an Example

管理學院資訊管理學程

智慧製造、影像辨識、YOLOv5、MediaPipe、Smart Manufacturing Technology、Image Recognition

A Study on Applying HSV Color Space in LED Recognition Technology

管理學院資訊管理學程

HSV色彩空間、影像辨識、光學識別、自動化測試程式、VPRC模型、HSV color space、Image recognition、Optical recognition、Automated testing program、VPRC model

Equity Token Based Trusting Mechanism For Crowd Investment

資訊管理研究所

創業金融、P2P代幣經濟、去中心化自治組織、股權眾籌、資本民主化、去中心化金融、Entrepreneurial Finance、P2P Tokenomics、DAO、Equity Crowdfunding、Democratizing Capital、DeFi

A Non-Fungible Token Investment Recommendation Mechanism Based on Personal Characteristics and Wisdom of Crowds

資訊管理研究所

數位代幣、投資價值、投資組合推薦、最佳化、非同質化代幣、Digital token commodity、Investment Value、Portfolio Recommendation、Optimal、NFT

Enrichment of the metaverse with digital twins of real-world events: Web3.0 sports industry case

資訊管理研究所

Web3.0、SportTech、Metaverses、Phygital、dApps、智能合約、數據體驗設計、數字孿生、Smart Contracts、Data Experience Design、Digital-twins

Research on the benefits of adopting exploratory testing in IC industry — Taking company X as an example

管理學院資訊管理學程

探索性測試、手動測試、腳本化測試、軟體品質、測試流程、Exploratory testing、Manual testing、Script testing、Product quality、Testing process

A Study on Using Sentiment Analysis to Predict Bitcoin Price Movements

管理學院資訊管理學程

情感分析、比特幣、價格漲幅趨勢、sentiment analysis、bitcoin、price increase trends

Social Influencer Based Cosmetic Recommendation with Counterfeit Products Filtering

資訊管理研究所

社群影響者分析、社群關係、化妝品推薦機制、資訊可信度、仿冒品過濾、Social Influencer Analysis、Social Relationships、Cosmetic Recommendation Mechanism、Information Credibility、Counterfeit Products Filtering

Effect difference and benefit analysis of transfer learning in the practical application of computer vision

管理學院資訊管理學程

遷徙學習、行為辨識、計算機視覺、VPRC、影像辨識、Transfer Learning、Behavior recognition、Computer vision、Image recognition

A Bitcoin ETFs Investment Mechanism based on Collective Financial Intelligence

資訊管理研究所

比特幣ETF、加密貨幣ETF、市場因素、BITO、BTCC、BITW、BTF、XBTF、GBTC、BITS、Bitcoin ETF、cryptocurrency ETF、market factors

Enhancing Collective Action Success of Online Petitions: A Social Media Intelligence Mechanism

資訊管理研究所

集體行動、線上請願、說服理論、社群媒體智慧、社群關係、社群推薦、Collective Action、Online Petitioning、Persuasion Theory、Social Media Intelligence、Social Relationships、Social Recommendation

Crowdfunding Project Appraising and Decision-making with Collective Social Signals

資訊管理研究所

群眾募資、眾募信任、案件推薦、社群參與度、Crowdfunding、Trustworthy、Recommendation、Social Engagement

Research on Convergence and Recovery Benefit of Shared Accounts - A Case Study

管理學院資訊管理學程

帳號管理、資訊安全、資訊經濟工程、成本效益分析、資料探勘、User Account Management、Information Security、VPRC Model、Cost-Benefit Analysis、Data Mining

Assessing the Critical Success Factors of ISO 27001 Certification: A Case Study of Fire Department

管理學院資訊管理學程

ISO27001、修正式德爾菲法、層級分析法、關鍵成功因素、Modified Delphi Method、AHP、Key Success Factor

The Effectiveness Analysis of AMHS Implementation for Panel Packaging Plant

管理學院資訊管理學程

工業4.0、成本效益分析、VPRC模型、自動化物料搬運系統、Industry 4.0、Cost-Benefit Analysis、VPRC Model、Automatic Material Handling System

Discussion of Technology of Industry 4.0 in the Assembly and Testing of Semiconductor Industry

管理學院資訊管理學程

工業4.0、智慧製造、物聯網、大數據、機器學習、智慧工廠、Industry 4.0、Intelligent Manufacturing、IoT、Big Data、Machine Learning、Smart Factory

A Deep Complementary Construction Mechanism for Game Recommendation

資訊管理研究所

對立互補、人格特質分析、社群關係、群眾智慧、遊戲推薦機制、Contrasting and Complementing、Personality traits、Social Relationship、Collective Intelligence、Game Recommendation

An Over-The-Top Media Service Recommendation Mechanism with Subscribers and Streaming Contents Latent Characteristics

資訊管理研究所

投射效應、心理傾向分析、群眾智慧關鍵字、社群關係、語意分析、OTT媒體服務推薦機制、潛在特徵、Projection Effect、Psychological Tendencies、Social Relationship、Collective Intelligence Keyword、Semantic Analysis、OTT Media Sevice Recommendation、Latent Characteristics

Risk-Return Assessment with Soft Information Analysis for P2P Microfinance Funding

資訊管理研究所

P2P微型金融基金、資訊經濟學、軟資訊分析、風險與收益評估、借款人發現、P2P Microfinance Funding、The Economics of Information Theory、Soft Information Analysis、Risk-return Assessment、Borrower Discovery

Modeling the Echo Chamber Effect on Social Media: Principles and Algorithmic Filters

資訊管理研究所

迴聲室效應、同質性、極端意見、社群媒體、同溫層、企業社會責任、兩極化、Echo chambers、Homophily、Extremeness、Social media、Filter bubble、Corporate social responsibility、Polarization

The Impact of Adoption of Master Data Management Technology on Enterprise Data Integration

管理學院資訊管理學程

主資料管理、資料整合、資料治理、服務導向架構、Master Data Management、Data Integration、Data Governance、SOA

To Detect Financial Anomaly by employing Self-Organizing Map

管理學院資訊管理學程

自組織映射圖、異常偵測、財務會計、資訊經濟工程、Self-Organizing Map、Anomaly Detection、Financial Data、VPRC Model

Fashion Matching Recommendation Mechanisms utilizing Social Intelligence and Deep Learning Approaches

資訊管理研究所

時尚兼容性、時尚推薦、深度學習、社群智慧、Fashion compatibility、Fashion recommendation、Deep learning、Social intelligence

A Hybrid Personality and Social Intelligence Mechanism for Streaming Music Recommendation

資訊管理研究所

人格特質分析、社群關係、群眾智慧、語意分析、音樂推薦機制、Personality traits、Social Relationship、Collective Intelligence、Semantic Analysis、Music Recommendation

A Smart Contract-driven P2P Insurance Mechanism

資訊管理研究所

P2P保險、P2P代幣經濟、群體形成、社群信任、區塊鏈、去中心化自治組織、P2P Insurance、P2P Tokenomics、Group formation、Social Trust、Blockchain、Decentralized Autonomous Organization

A Task Detection and Mentor Recommendation Mechanism for Open Source Software Crowdsourcing

資訊管理研究所

群眾外包、開源軟體、任務偵測、導師推薦、深度學習、Crowdsourcing、Open source software、Task detection、Mentor recommendation、Deep learning

A Social Mechanism for MOOC Course Recommendation

資訊管理研究所

線上學習、共享經濟、大規模開放線上課程、情緒分析、社群平台、Online Learning、Sharing Economy、Massive Open Online Course、Sentiment analysis、Social Platform

Research on the influence of agricultural news sentiment analysis on the decision of cabbage planting

管理學院資訊管理學程

文字探勘、情感分析、蔬菜價格、種植決策、text mining、sentiment analysis、price prediction model、vegetable price

A Matching Mechanism for Job Market on Crowdsourcing Platforms

資訊管理研究所

群眾外包、社群關係、工作推薦、社群推薦、Crowdsourcing、Social relationships、Job recommendation、Social recommendation

Exploring the Public Cloud Infrastructure as a Service and Business Value

管理學院資訊管理學程

雲端運算、資訊經濟工程、基礎設施即服務、甲骨文、亞馬遜網路服務、科高、微軟、Cloud Computing、VPRC、Infrastructure as a Service、Oracle、Amazon Web Services、Google、Misrosoft

Research on Employee Recruitment of Semiconductor Intellectual Property Industry-Case Study of I Company

管理學院資訊管理學程

矽智財、人才招募、非典型工作者、中高齡、零工經濟、semiconductor intellectual property、employee recruitment、typical employment、middle-aged and elderly、gig economy

Research on the benefits of interior decoration carpentry valuation system –Take P interior decoration Company as an Example

管理學院資訊管理學程

室內裝修產業、室內裝修作業流程、估價系統、BOM、Interior decoration industry、Interior decoration work flow、Valuation system

An opinion-based mechanism for restaurant recommendation with spam review filtering

資訊管理研究所

信息可信度、社群媒體、情感分析、虛假評論檢測、information credibility、sentiment analysis、spam review detection

A Spam Review Detecting Mechanism for E-commerce Product Recommendation

資訊管理研究所

假評論檢測、假評論者檢測、語意分析、情感分析、推薦機制、Fake Review Detection、Spammer Detection、Semantic Analysis、Sentimental Analysis、Recommendation Mechanism

A Portfolio Recommendation Mechanism Based on Collective Intelligence and Information Credibility

資訊管理研究所

群眾智慧、資訊可信度、假新聞檢測、智慧投資、投資組合推薦系統、Collective Intelligence、Information Credibility、Fake News Detection、Intelligent Investment、Portfolio Recommendation System

A Collective Information Credibility Detection Mechanism on Social Media Review

資訊管理研究所

資訊可信度、社群媒體、群眾智慧、詞法分析、情感分析、虛假評論檢測、information credibility、social media、collective intelligence、lexical analysis、sentiment analysis、fake reviews detection

A Collective Detection Mechanism on Fake Accounts Combining Feature Construction and Deep Learning

資訊管理研究所

社群影響力、社群平台、社群網路、信任、虛假檢測、情緒分析、群眾智慧、假帳戶、Social Influence、Social Network、Trust、Detected Spam、Sentimental Analysis、Collective Intelligence、Social Platform、Fake Account

A News Recommendation System Based on Information Credibility Analysis Mechanism

資訊管理研究所

假新聞、資訊可信度、推薦系統、深度學習、Fake news、Information credibility、Recommendation System、Deep Learning

Digital Design Concept of Asset Blockchain Application and Authorization Research - A case of Music copyright

管理學院資訊管理學程

數位資產、區塊鏈、VPRC、digital assets、blockchain

Adoption of end-to-end automated testing for software of fiber optical equipment -Taking company A as an example

管理學院資訊管理學程

自動化測試程式、測試流程、測試種類、IVPRC模型、Automated testing tool、test flow、test type、IVPRC model

Exploring New Business Models of Fresh Fruit Agricultural Products

理學院科技與數位學習學程

機制設計、賽局、運銷通路、Mechanism Design Theory、Game Theory、marketing channels

Financial Statement Fraud Detection

管理學院資訊管理學程

金融詐欺、超參數調整技術、貝氏優化、Financial statement fraud、Hyperparameter tuning technologies、Bayesian optimization

Information Credibility Detection Mechanism with Collective Intelligence for Social Media News

資訊管理研究所

信息可信度、社群媒體、群眾智慧、情感分析、information credibility、social media、collective intelligence、sentiment analysis、fake news detection

A Chat-based Mechanism for Personalized Restaurant Recommendation

資訊管理研究所

對話式介面、評論推薦、個人化、社群影響力、Conversational User Interface、Opinion-based Recommender System、Personalized、Social Influence

A Detecting Spam Reviews Mechanism for Social House Sharing Recommendation

資訊管理研究所

社群影響力、虛假評論檢測、虛假評論者檢測、語意分析、共享經濟、推薦機制、Social Influence、Fake Review Detection、Spammer Detection、Semantic Analysis、Sharing Economy、Recommendation Mechanism

Research on the perception of financial market sentiment and the observation of stock price and trading behavior

管理學院資訊管理學程

文字探勘、情緒分析、類神經網路、分類法、text mining、sentiment analysis、artificial neural network、classification

Adoption of Chat Bots into Training Modules at Customer Service Center to Improve Training Quality and Innovation

管理學院資訊管理學程

客服中心、智能文字客服機器人、創新動態學、服務創新、商業模式圖、資訊經濟工程、Customer Service Center、Chat Bot、Innovation Dynamics、Service Innovation、Business Model Canvas、VPRC Model

A Study of Text Mining on the Knowledge Recommendation for Enterprise –“O Company” as an Example

管理學院資訊管理學程

知識管理、文字探勘、潛在語意分析、隱含狄利克雷分布、餘弦相似性、案例推薦、Knowledge Magagement、Text Mining、CBR、LSA、LDA、Cosine Similarity

The Research of PLM System Implementation with Industry 4.0 Concept in TFT/LCD Industry –“H Company” as an Example

管理學院資訊管理學程

產品生命週期管理系統、工業4.0、PLM、Industry 4.0、Product Lifecycle Management、Fourth Industrial Revolution

A Blockchain-enabled Trusting Mechanism for Crowd Investment Contract

資訊管理研究所

P2P經濟、投資俱樂部、區塊鏈、智能合約、賽局理論、P2P Economy、Investment Club、Blockchain、Smart Contract、Game Theory

A Hybrid Intelligence Mechanism for Sports Betting Selection

資訊管理研究所

智慧投資、運動博弈、推薦系統、群眾智慧、社交平台、Intelligent investment、sports betting、recommendation system、collective intelligence、social platform

Design of Nearby Expert Support and Group Formation Mechanisms

資訊管理研究所

社會影響、適地性服務、專家尋找、團體構成、Social Influence、Location-based Service、Expert Finding、Group Formation

Virtual Metrology System Implementation – M Company as an Example

管理學院資訊管理學程

虛擬量測、失效偵測與分類系統、半導體設備通訊協定、virtual metrology、FDC、SECS

Applying Augmented Reality to Real-Time Point of Interest Recommendations on Travelling

管理學院資訊管理學程

擴增實境、Google Places API、Unity3D、Augmented Reality

Discussion on the successful business models of smart locker in Taiwan

管理學院資訊管理學程

創新動態學、服務創新、智能櫃、末端物流、共享、商業模式圖、資訊經濟工程、Innovative Dynamic、Service Innovation、Smart Locker、Last Mile Logistics、Sharing、Business Model Canvas、VPRC Model

Exploring the Factors of Influencing Retain Willingness of Employee – A Case Study of Company C

管理學院資訊管理學程

留才、修正式德菲法、層級分析法、專家問卷、Retention、Delphi Method、Analytic Hierarchy Process、Expert Questionnaire

A P2P Insurance Plan Recommendation System: A User and Social Centered Approach

資訊管理研究所

共同保險、P2P保險、社群關係、社群推薦、Group Insurance、Recommender System、Social relationship、Social influence

An Investment Portfolio Recommendation Mechanism with Collective Intelligence

資訊管理研究所

智慧理財、投資組合推薦機制、社群網路分析、語意分析、深度學習、基因演算法、群眾智慧、Intelligent investment、Investment portfolio recommendation system、collective intelligence、Social network analysis、sentiment analysis、deep learning、genetic algorithm

Analysis of Factors Affecting Backers’ Fundraising on Reward-based Crowdfunding

資訊管理研究所

金融科技、群眾募資、多元線性回歸分析、FinTech、Crowdfunding、Kickstarter、Multiple linear regression analysis

A Hybrid Intelligence Mechanism for Group Investment on Portfolio Recommendation

資訊管理研究所

投資俱樂部、群眾智慧、長短期記憶、社群網絡、文字探勘、推薦機制、Investment club、Collective intelligence、LSTM、Social network、Text mining、Recommendation mechanism

A Recommendation Mechanism for Social Travel Companion

資訊管理研究所

共享經濟、社群關係和影響力、社群支持、推薦機制、Sharing Economy、Social relationship and influence、Social Support、Recommendation System

A Collective Opinion Mechanism for Crowdfunding Recommendation

資訊管理研究所

群眾募資、意見探勘、情感分析、主題模型、推薦、Crowdfunding、Opinion Mining、Sentiment Analysis、Topic Modeling、Recommendation

A Hybrid Supervised Learning Approach for Anomaly Detection in Social Networks

資訊管理研究所

線上社群網路、異常偵測、近似重複計算、監督式學習、Online Social Network、Anomaly Detection、Near-Duplicate Computing、Supervised Learning Approach

A Synthetic Approach for Restaurant Recommendation: Semantic Analyses and Social Influence

資訊管理研究所

語意分析、社群影響力、社群支持、推薦機制、Semantic analysis、Social influence、Social Support、Recommendation

Open Innovation Models in Service of Platform Economy– A Case Study of Mobile Virtual Reality on Health Education

管理學院資訊管理學程

平台經濟商業模式、習慣領域、VR、VPRC、開放式服務創新、OIPSEE、Platform Economy Business Model、HD、Open Services Innovation

Co-insurance Group Formation Mechanism for P2P insurance

資訊管理研究所

P2P保險、共同保險、群體組構、社群推薦、推薦系统、P2P insurance、co-insurance、group formation、social recommendation、recommendation system

A Co-Investor Recommendation Mechanism for Crowd Investing

資訊管理研究所

群眾投資、共同投資、社群網路、社群推薦、crowd Investing、group investing、social network、recommendation

A Recommendation Mechanism for Social Fundraising

資訊管理研究所

公益、社群網路、慈善募款、社群推薦、社群關係、Philanthropy、Social network、Social fundraising、Social recommendation、Social relationship

Intelligent Manufacturing - Prognostics and Health Management In Semiconductor Manufacturing

管理學院資訊管理學程

智慧製造、預診斷管理系統、資料探勘、分散式系統、大數據、Intelligent Manufacturing、PHM、Data Ming、Apache spark distributed system、Big Data

A Study on the Development Trend of P2P Online Lending Platforms in Taiwan

管理科學系所・共同指導：陳姵樺

點對點借貸、去中介化、替代性金融、監理制度、Peer-to-Peer (P2P) lending、Disintermediation、Alternative finance、Regulatory scheme

A case study of restaurants recommendation over Location-based Social Network

管理學院資訊管理學程

Mobile Application、適地性社群網路、社群影響力、創新動態學、VPRC、Location-based Social Network、Social Influence、Innovation Dynamics

Co-insurers Recommendation Mechanism for P2P insurance

資訊管理研究所

P2P保險、共同保險、社群網路、社群推薦、P2P insurance、co-insurance、social network、recommendation

A Social Recommendation Mechanism for P2P student lending

資訊管理研究所

P2P學生借貸、社群網路、資訊不對稱、社群推薦、社群關係、P2P student lending、social network、information asymmetry、social recommendation、social relationship

A Social Recommendation Mechanism for P2P Currency Exchange

資訊管理研究所

P2P 換匯、金融科技、社群信任、社群推薦、社群關係、P2P currency exchange、Fintech、social trust、social network、recommendation

A Leader Investor Discovering Mechanism for Equity Crowdfunding

資訊管理研究所

創投、社群網路、股權型群眾募資、社群推薦、社群關係、Venture capital、Social network、Social fundraising、Social recommendation、Social relationship

A Collective Intelligence Mechanism for Investment Portfolio Recommendation

資訊管理研究所

社群網路、文字探勘、投資組合創建、群眾智慧、決策支援系統、social network、text mining、investment portfolio creation、collective intelligence、decision support system

Use P2P data to find characteristics of different risk loan

管理科學系所・共同指導：陳姵樺

金融科技、P2P 借貸、借貸風險、資料分析、存活分析、FinTech、P2P Lending、Loan Risk、Data Analysis、Survival Analysis

A Social Recommendation Mechanism for Ridesharing Application in Sharing Economy

資訊管理研究所

群眾外包、共享經濟、共乘、社群關係、社群推薦、crowdsourcing、ride-sharing、recommendation、carpooling、social network

A Social Recommendation Mechanism for Peer-to-Peer Lending

資訊管理研究所

P2P 借貸、資訊不對稱、社群推薦、社會資本、社群影響力、Peer-to-Peer lending、Information asymmetry、Social recommendation、Social Capital、Social influence

An Analysis of Sourcing Criteria of TFT Equipment

管理學院資訊管理學程

採購管理、層級分析法、分析網路程序法、Purchasing management、Analytic Hierarchy Process、Analytic Network Process

Innovation in Business Model of Mobile Commerce - A Case Study of Selling Mobile Accessories on Shopee Platform

管理學院資訊管理學程

行動商務、商業模式、創新動態學、VPRC、Mobile Commerce、Business Model、Innovation Dynamics

Consulting and Guidance Mechanism of Social Helping Based on Crowd Wisdom

資訊管理研究所

群眾智慧、群眾外包、社會支持、社群網路、線上諮詢、心理問題、社群推薦、crowd wisdom、crowdsourcing、social support、social network、consultation、mental illness、recommendation

A Recommendation Mechanism for Social Meal Sharing Economy

資訊管理研究所

社群網路、社群關係、共享經濟、推薦機制、Social network、Social relationship、Sharing economy、Recommendation mechanism

Developing the Engineering Data Analysis System on Big Data Platform - A Case Study of V Semiconductor Company

管理學院資訊管理學程

巨量資料、工程資料分析、半導體、賽仕、Big Data、Engineering Data Analysis、Semiconductor、SAS

Study on Crowdfunding Patterns and Factors in Different Phases

管理科學系所・共同指導：姜齊

金融科技、群眾外包、群眾募資、社群網絡、Fintech、Crowdsourcing、Crowdfunding、Social Network

LabVIEW automated test used in RF and microwave measurements

管理學院資訊管理學程

LabVIEW、自動化測試、微波、功率放大器、Automated test、Microwave、Power Amplifier

To Build a Intelligent MES System-A Case Study of Intelligent Factory Company of H Business Group

管理學院資訊管理學程

工業4.0、智慧工廠、智能製造執行系統、Industrie 4.0、Smart Factory、Intelligent MES

A Social Recommendation Mechanism for Task-oriented Crowdsourcing

資訊管理研究所

任務型、群眾外包、社群網路、社群關係、社群推薦、Task-oriented、Crowdsourcing、Social networks、Social relationship、Social recommendation

Developing Parts Tracking System to improve spare parts management process in Semiconductor Foundry─A Case Study of V Company

管理學院資訊管理學程

半導體產業、晶圓代工產業、備品零件管理、關鍵零件、Semiconductor、Foundry industries、Inventory management、Spare Parts

Adopting Application Funnel System in IC industry – A Case Study of Company W

管理學院資訊管理學程

IC設計產業、漏斗、專案管理、IC Design、Funnel、Project Management

Buildup a mobility enterprise application platform – A case study of communication product manufacturer

管理學院資訊管理學程

行動化、行動裝置、行動簽核、企業應用、Mobility、Smart device、Mobile workflow、Enterprise application

Enterprise Storage Systems Adoption Strategy Analysis

管理學院資訊管理學程

橫向擴展儲存系統設備、垂直擴展儲存系統設備、Scale-out Storage、Scale-up Storage

Implementation of TR-069 Firmware Upgrade on LTE Device

管理學院資訊管理學程

LTE、4G、TR-069、CWMP、韌體更新、嵌入式Linux、Firmware upgrade、Embedded Linux

Applying Service Quality Gap Theory to Investigate ERP Maintenance Service Quality

管理學院資訊管理學程

ERP、軟體維護、品質缺口、PZB、SERVQUAL、Software Maintenance、Service Gap

An Appraisal Mechanism for Social Marketplace

資訊管理研究所

社群商務、社群網路、賣家信用、Social search、Social commerce、Social network、Trust fraud

Using Text Mining in Service Classification and Keyword Analysis for Healthcare Social Networking Site

管理學院資訊管理學程

文字探勘、醫療社群網站服務、消費者健康資訊、Text Mining、Healthcare Social Network Service、Consumer Health Information

Using Association Rules to Support Production Management Decisions Making – A Case Study

管理學院資訊管理學程

關聯規則、資料探勘、生產管理、價值創造、Association Rules、Data Mining、Production Management、Value Creation

A Social Referral Mechanism for Healthcare Crowd Diagnosis

資訊管理研究所

群眾智慧、群眾診斷、社群網路、社群推薦、社群醫療、醫療保健、Crowd Wisdom、Crowd diagnosis、Social network、Social appraisal、Social health、Healthcare

A Social Recommendation Mechanism for Crowdfunding

資訊管理研究所

群眾募資、募資平臺、社群網路、社群關係、社群推薦、Crowdfunding、Crowdfunding platforms、Social network、Social relationship、Social recommendation

A Nearby Crowd Based Expert and Companion Discovering Mechanism

資訊管理研究所

專家尋找、社交網路、社群推薦、群眾外包、So-Lo-Mo、Social referral、Crowdsourcing、Expert finding、Social networks

A Social Endorsing Mechanism for Mobile Coupon Diffusion

資訊管理研究所

行動優惠券、社群網路、在地商務、社群代言人、社群傳遞、Mobile Coupon、Social Network、Location-based Commerce、Social Endorser、Social Diffusion

Social Computing Mechanisms for Location-based Commerce Service

資訊管理研究所

社群網路、行動商務、行動廣告、社群決策支援、Social Network、Location-based Commerce、Mobile Advertising、Social Decision Support

A Contextual Group Recommender Mechanism for Location-based Service

資訊管理研究所

情境、社會影響力、集團推薦系統、基於位置服務、Context-awareness、Social influence、Group recommender systems、Location-based service

Adopting Application Lifecycle Management systems in IC industry ─ A Case Study of Company K

管理學院資訊管理學程

軟體生命週期管理、應用程序生命週期管理、IC產業、IC設計、專案管理、積體電路、Integrated Circuit、IC Design、ALM、Application Lifecycle Management、Project Management、Software Lifecycle Management

Developing Product Traceability to Realize Servitization of Manufacturing - A Case Study of Y Automotive Company

管理學院資訊管理學程

可追溯性、產銷履歷、全產品生命週期、製造服務化、Traceability、Product Traceability、Total Product Life Cycle、Servitization

Informal Knowledge Ontology Refactor

管理學院資訊管理學程

知識本體、知識重構、知識推薦、知識模型、知識管理、Knowledge Ontology、Knowledge Refactor、Knowledge Recommend、Knowledge Management

A Social Decision Support Mechanism for Group Purchasing

資訊管理研究所

社交網站、群體決策、文字探勘、群體商務、Social network、Group decision、Text mining、Group commerce

Combining Mobile Intelligence with Formation Mechanism for Group Commerce

資訊管理研究所

團體構成、團體商務、行動商務、So-Lo-Mo、社會影響、Group formation、Group commerce、Mobile commerce、Social influence

A Social Referral Mechanism for Job Reference Recommendation

資訊管理研究所

社群搜尋、商務社群平台、求職工作、社群推薦、社群評價、Social Search、Business Social Platform、Job-seeking、Social Referral、Social Appraisal

A case study of social retailing business model innovation and construction

管理學院資訊管理學程

虛擬社群、商業模型、創新、Virtual Community、Business model、Innovation

Designing Social Commerce Service Computing Mechanisms

資訊管理研究所

社群網路、社群商務、決策支援、廣告傳播、交易信譽評量、Social Network、Social Commerce、Social Appraisal、Social Diffusion、Social Referral

Contextual Advertisements Recommendation over Location-based Social Network

管理學院資訊管理學程

行動廣告、適地性社群網路、情境感知、Mobile Advertising、Location Based Social Network、Context-Awareness

Engineering Model of Service Innovation and Value Creation of – Travel Information Recommendation System

管理學院資訊管理學程

服務創新、價值創造、系統工程、旅遊推薦系統、Service Innovation、Value Creation、System Engineering、Travel Recommendation System

A Recommendation Mechanism Combined with Bayesian Networks and Incentive Theory-A Movie Recommend System Design

管理學院資訊管理學程

關聯規則、貝氏網路、推薦系統、Association Rule、Bayesian network、Recommender systems

A Social-Event-Driven Recommender System for Location-based Commerce

資訊管理研究所

社群事件、社群影響力、So-Lo-Mo、推薦系統、適地性服務、行動商務、Social event、Social influence、Recommender systems、Location based service、mobile commerce

A Contextual Route Recommendation Mechanism for In-store Shopping

資訊管理研究所

社群網路分析、馬可夫鍊、路徑服務、購物情境、使用者偏好、Social network analysis、Markov chain、Path service、Shopping context、User preference

A Contextual based Social Referral Mobile Advertising Mechanism

資訊管理研究所

行動廣告、情景感知、社群推薦、社群過濾、推薦系統、Mobile advertising、Context-aware、Social referral、Social filtering、Recommender systems

Business model design for communities of transaction – A case study of Facebook community for group buying children's clothing

管理學院資訊管理學程

交易性社群、合購、商業模式、創新、個案研究、臉書、VPRC、Communities of transaction、Group buying、Business model、Innovation、Case study、Facebook

Using text mining to predict personality based on social behavior

管理學院資訊管理學程

社群網站、習慣領域、人格心理學、五大人格特質、資料探勘、文字探勘、Social Network、Habitual Domains、Personality psychology、Big Five、Data mining、Text mining

Constructing the automation system unit testing process for the wafer start system – A case study of A company

管理學院資訊管理學程

自動化測試、單元測試、Unit Test、HTSM、Automation Unit Test

Branding on Social Media: the Role of Information, Experience and Participation

資訊管理研究所

品牌、品牌資產、社會媒體、行銷3.0、brand、brand equity、social media、marketing 3.0

A Social Intelligence Mechanism for Product Creation

資訊管理研究所

社群媒體、社群創造、找專家、線上評論、產品組合、Social media、Social create、Expert finding、online review、Product portfolio

A Personalized Online Advertising Mechanism with Social-Context Endorsement

資訊管理研究所

網路廣告、社群媒體、代言人找尋、Online advertising、Social media、Endorser discovering

A Recommender Mechanism for Social Knowledge Navigation in Online Encyclopedia

資訊管理研究所

社會知識導航機制、推薦機制、社會網路、線上百科全書、社會知識導航系統、Social knowledge navigation、Recommender mechanism、Social networks、Online encyclopedia、SKNS

A Social Endorsing Mechanism for Diffusing Target Advertisement

資訊管理研究所

社群代言人、擴散機制、目標式廣告、社群媒體、Social endorsement、Diffusion mechanism、Target advertising、Social media

Designing Social Commerce Decision Support Mechanisms

資訊管理研究所

社群網路、決策支援、消費者決策行為、電子商務、Social Network、Social Commerce、Decision Support、Consumer Behavior

Content Recommendation Based on Social Endorsement with Topic Relevance

管理學院資訊管理學程

部落格、社會網路分析、主題關聯、內容推薦、Blog、SNA、Topic、Content Recommendation

A Mechanism Combining CBR with Expert Finding for Problem Diagnosis Support

管理學院資訊管理學程

案例推理、文字探勘、社群網絡、專家找尋、Case-Based Reasoning、Text Mining、Social Network、Expert Finding

The Feasibility Analysis of the Carbon Standard Management Models in Enterprise Product Footprint

管理學院資訊管理學程

產品碳足跡、二氧化碳、節能減碳、產品生命週期、carbon footprint、carbon dioxide、carbon reduction、product life cycle

Key Factors of Adopting Cloud Computing Service for Electronic Manufacturing Companies

管理學院資訊管理學程

雲端運算服務、IaaS、PaaS、SaaS、關鍵成功因素、Cloud Computing、Key Success Factors

Performance Analysis for Refactoring A Wafer Start System

管理學院資訊管理學程

重構、MVP、Java Message Service、Java Persistence API、Refactoring

A study of using “Social Mood Index” in the Real Estate Price Behavior Analysis.

管理學院資訊管理學程

社群情緒指標、房地產市場、房價趨勢關聯、Social mood index、Real estate market、Real estate price trend relationship

A Group-formed Coupon Recommendation Mechanism for Location based Social Commerce

資訊管理研究所

群體商務、社群商務、團購折價劵、推薦機制、適地性服務、social commerce、group commerce、group coupon、recommendation、e-commerce、location information