Thesis Advised

2019 陳燕琴 (Oviliani Yuliana), 應用動態編碼及分治對齊算法之免標記樣版網頁完整綱要推導研究 (Annotation-Free Induction of Full Schema from Template Web Pages with Dynamic Encoding)

2018 周建龍 (Chien-Lung Chou),  基於半監督式學習的網路命名實體辨識模型訓練框架 (A Framework for Web NER Model Training based on Semi-supervised Learning)

2016 莊秀敏 (Hsiu-Min Chuang), 從Web擷取興趣點及驗證關係 (POI Extraction and Relation Verification from the Web)

2014 巫孟倫 (Meng-Lun Wu), 基於共分群模型整合內容式與協同式之即時推薦系統 (A scalable framework for integrating content-based filtering with collaborative filtering using co-clustering with augmented matrices)

2010 范登凱 (Teng-Kai Fan), 網路個人化廣告配置之研究 (Allocation of Personalized Ads on the Web)

2006 黃國瑜 (Kuo-Yu Huang), 交易型資料庫之跨交易關聯規則探勘之研究 (Mining Inter-Transaction Association Rules in Transactional Databases)

2023 孫潤德 (Ren-Der Sun), 刑事實務預判輔助之研究 (On the practical legal judgement prediction from prosecutor indictments and court verdicts)

2023  李聿鎧 (Yu-Kai Lee), 應用強化學習與知識圖譜於故事共述生成之研究 (Story Co-telling Dialogue Generation via Reinforcement Learning and Knowledge Graph)

2023 林子平 (Tzu-Ping Lin), 基於大型語言模型應用指示詞打造無程式碼對話系統平台 - 以聊故事機器人為例 (Prompts are All your Need to Construct a Dialogue System - A Case Study on Story Chatbots)

2023 葉庭 (Ting Yen), 探究強化學習與停止策略於活動來源頁面探勘之設計 (On the Design of RL Algorithms and Termination Strategies for Focused Crawling - A case study for Event Source Page Discovery)

2023 丁于晏 (Yu-Yen Ting), 基於提示學習的中文事實查核任務之研究 (The Study of Prompt Based Learning for Chinese Fact Checking)

2023 葉丞鴻 (Cheng-Hung Yeh), 中文訊息傳遞服務對話系統之建構 (Construction of Message Deliver Service Dialog Systems: Schema Guided Dialogue Corpus Collection and Instruction-Guided Model Training)

2022 陳臆玄 (Yi-Hsuan Chen), 應用強化式學習於多面向對話回應模組之研究 (Application of Reinforcement Learning in Multi-Faceted Story Chatbot Response Action Selection)

2022 黃覺修 (Jue-Xiu Huang), 應用事件擷取於故事理解之研究 (Story Retelling and Summarization via Story Event Extraction)

2022 張智鈞 (Chih-Chun Chang), 基於單網頁資料提取及綱要匹配之多網頁資料提取 (Multipage schema induction based on single-page data extraction and schema matching)

2022 黃紫嫺 (Tzu-Hsien Huang), 基於常識知識的移情對話回覆生成 (Two Simple Ways to Improve Commonsense-Aware Empathetic Response Generation)

2022 高愷言 (Kai-Yen Kao), 應用自動資訊擷取於故事書問答之研究 (How to Ask and Answer a Robot About a Story Book)

2021 Min-Syue Chang (張民學), Application of Learning to Rank and Autoencoder Hybrid Technology in Portfolio Strategy (共同指導: 黃楓南教授)

2021 Chung-Yu Shih (施重宇), A Hybrid Method of Extended Kalman Filter and Long Short-Term Memory for Traffic Flow Prediction Problems (共同指導: 黃楓南教授)

2021 Yu-Hao Wu (吳昱豪), Multi-Task Neural Sequence Labeling for Zero-shot Cross-Lingual Boilerplate Removal

2021 Yu-Ching Liao (廖于晴), Event Source Page Discovery via Reinforcement Learning

2021 Thamolwan Poopradubsil (陶玫婉), Context-Aware Question-Answer Pairing and Dialogue Act Tagging from Instant Messaging Chatlog

2021 Cheng-Ju Wu (吳承儒), Large Scale Web Data API Creation via Automatic Pagination Recognition - A Case Study on Event Extraction

2021 Tai-Jung Kan (甘岱融), Home Appliance Review Research Via Adversarial Reptile

2021 Hsiao-Wen Tseng (曾筱雯), Parameter Generation Network Based Transfer Learning for Aspect-Based Sentiment Analysis and Singer Name Recognition

2020 Chen-Yu Chen (陳震瑜), Prediction of Music Playback Based on Singer Popularity and Aspect-based Sentiment Analysis from Social Network

2020 Chen-Yu Huang (黃晨郁), A Hierarchical Decomposable Attention Model for News Stance Detection

2020 Wei-Cheng Chiu (邱威誠), Joint Learning of Aspect-level Sentiment Analysis and Singer Name Recognition from Social Networks

2020 Naufal Said (時福仁), Toward Efficient Unsupervised Web Data Extraction: From Unsupervised to Self-Trained Wrappers

2019 Chia-Ming Chang (張家銘), Data assimilation with Long Short-Term Memory Networks based on Attention for Highway Traffic Flow Prediction (共同指導: 黃楓南教授)

2019 Ching-I Lee (李謦伊), Currency Exchange Rate Prediction with Long Short Term Memory Networks based on Attention and News Sentiment Analysis (共同指導: 黃楓南教授)

2019 Sébastien Montella (李胤龍), Emotionally-Triggered Short Text Conversation using Attention-Based Sequence Generation Models (交換生)

2019 Zhi-Xian Liu (劉至咸), Improving Retrieval-based Dialog System by Chat Log Disentanglement based on Message Pair Similarity Estimation

2019 Hsiang-En Cherng (程祥恩), Dialogue Quality and Nugget Detection for Short Text Conversation based on Hierarchical Multi-Stack Model with Memory Enhance Structure

2019 Gui-Ru Li (黎桂如), Singer Recognition and Semantic Role Labeling for Opinion Target Extraction from Social Network

2019 Yu-Jen Wang (王育任), Using Attentive to improve Recursive LSTM End-to- End Chinese Discourse Parsing

2018 Yu-An Chou (周昱安), Web Data ETL System with Unsupervised Extraction

2018 Yan-Kai Lai (賴彥愷), Design and Implementation of Mobile Web Creator with Componentized Templates

2018 Chia-Ching Yang (楊佳靜), Factor Analysis and Performance Comparison on DNN Model for Music Recommendation

2018 Kuo-Hsin Hsu (許國信), Question Answering based on Sequence Generative Adversarial Nets and Implementation of Customer Service

2018 Pei-Ju Tang (湯珮茹), Generating Question-Answer Pairs from Document with Sequence to Sequence Modeling

2017 Kuok Pan Cheong (鐘國斌), Sustainable POI Database Maintenance via Outdated POI Verification 

2017 Yu-Ching Chen (陳昱瑾), User Behavior Analysis and Commodity Recommendation for Point-Earning App

2017 Kai-Qian Yang (楊鎧謙), On Large-Scale Multi-Label Classification for POI Tagging

2017 Wei-Han Chen (陳暐翰), Short-Text Conversation via Web Sentence Selection

2017 Chia-Feng Chiang (蔣佳峰), PTT Disaster Events Extraction System

2016 Yuan-Hau Lin (林圓皓), Facebook Activity Event Extraction System

2016 Jei Fu Lin (凌杰甫), Finding representative images for POIs

2016 Hung-Wei Chang (張弘暐), Active Learning for Incremental POI Extraction and Pairing

2016 Spring Yu-wei Hu (胡育維), Design and Implementation of Shared Wi-Fi Platform

2015 Ting-Yao Kao (高霆耀), Points of Interest Extraction from Unstructured Web

2015 Je-Wei Hsu (許哲維), Implementation of Mobile Advertising Based on Campus Wireless Network

2015 Ya-Yun Huang (黃雅筠), A Tool for Web NER Model Generation Based on Search Snippets of Known Entities

2015 Chung-Ting Cheng (鄭仲庭), Improving POI Search Effectiveness by Integrating Multiple Search Results

2015 Jhong-Li Ding (丁中立), Page-level Information Extraction System

2014 Yu-Yang Lin (林育暘), Store Name Extraction and Name-Address Matching for Geographic Information Retrieval

2014 Tian-Sheng Chen (陳天盛), Efficient Web Data Extraction Via Page-Level Schema Induction &; Verification

2014 Ming-chuan Chen (陳明權), Exploiting Dynamic Encoding and Multiple Pages for Record Boundary Detection and Data Extraction

2014 Tsung-ting Wu (吳宗庭), Automatic Multi-Track Mixing by Kernel Dependency Estimation

2013 Qingzhi Chen (陳慶治), Improvement of Kernel Dependency Estimation and Case Study on Skewed Data

2013 Nai-Hung Cheng (鄭乃洪), Evaluation of Social, Geography, Location Effects for Point-of-Interest Recommendation

2013 Po-Han Lin (林伯翰), Job-Level AB-DUAL* for Chinese Chess Opening

2013 Chen-Ling Chen (陳貞伶),  Session-Based Recommendation System for Social Network – Case Study on Tencent Weibo

2013 Yu-Hsiang Huang (黃俞翔), Dynamic Portfolio Management with Trading Signal Prediction

2013-Spring Po-Chih Chen (陳柏志), The Design of Free Wireless Framework for Triple-win Mobile Advertising

2013-Spring Yu-Hsin Wu (吳禹欣), Effectiveness Improvement for Mobile Advertising in Triple-win Framework

2013-Spring Yueng-Sheng Su (蘇詠勝), Associated Information Extraction for Enabling Entity Search on Electronic Map

2012 Wen-Ping Wu (吳文斌), The Design of Chinese Character Learning System Based on Phonetic Components

2012 Shih-Hsien Chao (趙士賢), Parallel Information-Theoretic Co-Clustering based on MapReduce

2011 Rui-Zhe Liu (劉睿哲), Collaborative Filtering based on Co-clustering with CCAM

2011 Jhih-ming Chen (陳志銘), Automatic Extraction of Blog Post from Diverse Blog Pages

2011 Kuan-hua Huo (霍冠樺), Mobile Advertising: Triple-win for Consumers, Advertisers and Telecom Carriers

2011 Shu-Yen Lin (林書彥), Pronunciation Rules Discovery for Picto-Phonetic Chinese Characters

2010 Yen-ling Lin (林衍伶), Page-level Wrapper Verification based on Structure, Semantic and Schema

2009 Shu-Ying Li (李淑瑩), Application and Extraction of Postal Addresses and Related Information

2009 Ping-hua Yang (楊萍華),  Blog Post Extraction and Irrelevant Blog Filtering for Opinion Search Engine

2009-Spring Chieh-Cheng Yang (楊傑程),  A two-phase Approach to Chinese Unknown Word Extraction: Application of Pattern Mining and Machine Learning

2009-Spring Chao-Ting Ting (丁昭廷), User-centric Web Data Integration: Design and Implementation of Gadget on Demand System

2008 Jun-Hong Lin (林俊宏), Predicting the end-price and sold probability of online auctions for higher profit

2008 Shih-Feng Yang (楊士鋒), Multiple Source Data Management for Gadget Creation on Web Portals

2008-spring Cheng-Yang Chen (陳正揚), Feature Appraisal for Hotel Comparsion

2008-spring Tsung-Kun Shih (施宗昆), Focused Crawling for Information Gathering Using Hidden Markov Model

2007 Shu-gang Han (韓樹岡), Cleaning of Auction Data for Bidding Decision

2007 Kun-Chang Tsai (蔡坤璋), Reason Summarization from Blogsphere for Social Study

2006 Yu-De Chu (朱育德),  MAGEN: An Adaptive Conversational System Based On Terms

2006 Cheng-Tao Ho (何承道),  HybirdGMiner：The Mining Strategy on Frequent Isomorphism Graph Structure

2006 Qian-Xiang Lin (林千翔),  Chinese Word Segmentation using Specialized HMM

2006 Jiun-Hung Tung (童俊宏),  MINT: Mining Frequent Rooted Induced Unordered Tree without Candidate Generation

2005 Hsin-Yi Chen (陳信伊), Axes Arrangement in Star Coordinates for Numerical Data Visualization

2005 Li-fang Chang (張立帆),  Generation of Web page Fetchers from Navigation Records

2005 Chih-Chiang Huang (黃執強),  On-the-fly Data Integration of Homogeneous Web Data

2005 Ji-Hao Li (李季壕),  Differentiating Templates and Data Values from Semi-Structured Web Pages

2004 Kuo-Zui Lin (林國瑞), ClosedPROWL: Efficient Mining of Closed Frequent Continuities in Temporal Databases

2004 Hong-Ru Lee (李泓儒), Web Cleaning：Page Segmentation and Data-rich Section Mining

2004 Zhi-Yui Yang (楊智宇), Ranking by Sentence Categorization for Question Answering Systems

2003 Zhi-Kai Ding (丁智凱), Categorical Data Visualization and Clustering with Subjective Factor

2003 Shih-Chien Kuo (郭釋謙), On-Line Extraction Rule Analysis

2003 Tsung-Hsin Ho (何聰鑫), Mining Asynchronous Partial Periodic Pattern from Multi-event Time Series Database with Unknown Periods

2003 Chih-Lung Lin (林志龍), Mining Association Words for Document Summarization

2002 Shi-Hsan Yang (楊士賢), Extending SWF for Incremental Association Mining by Incorporating Previously Discovered Information

2002 Yu-Mei Chang (張毓美), Association Based Classification Using Chi-Square Independence Test

2002 Dong-shun Wu (吳東軒), Mining Relevant Syntactic Patterns for Chinese Text Extraction

2001 Shao-Chen Lui (呂紹誠), Design and Implementation of the wrapper generation system for Web-based Information Extraction

2001 Yan-Qing Wu (吳彥欽), Mining Nonsimple Traversal Path

2023 李逸軒 (Yi-Hsuan Lee), 基於強化式學習與自編碼器壓縮特徵之資產配置方法 (Portfolio Management with Autoencoders and Reinforcement Learning)

2021  廖勳 (Hsun Liao), 基於網頁瀏覽模擬器之動態爬蟲程式生成研究 (Generation of dynamic web crawler via browser simulator - Decoupling of crawling and extraction for WebETL tool construction)

2020 Cheng-Hsien Lin (林政憲), Adaptive Portfolio Optimization Based on Stock Rank Prediction from News Sentiment and Technical Indicators

2019 Chin-Lin Hsu (許金麟), NCUFreeCampus wireless network platform design and application service development

2019 Kuo-Chun Chien (簡國峻), Leveraging Memory Enhanced Condition Random Fields with Convolutional and Automatic Lexical Feature for Chinese Named Entity Recognition

2019 Chih-Hao Chang (張智皓), Multi-Stack Convolution with Gating Mechanism for Chinese Named Entity Recognition

2017 Chih-Yu Chung (鍾智宇), PTT網站餐廳美食類別擷取之研究

2017 Jia-Ru Wu (吳佳儒), Clustering of Template Page for Data Extraction

2013-Spring Kuan-Chen Lin (林冠辰), Template and Schema Guided Wrapper Verification based on CSP and Best State Sequence

2012 Fei-Wen Chen (陳斐文), Analysis of Soiling Effect for Cleaning Decision on CPV System Maintenance

2012 Chung-Han Wu (吳忠翰), Recognition of Invitation E-mails and Extraction of Irregular Time Expressions for Intelligent E-mail Systems

2010 Chih-Hao Chang (張志豪), A Machine Learning Based Approach to Web Extraction from Template Pages

2010 Li-ren Pan (潘立人), Visualization and Online Analytical Processing for IR Systems: A Case Study on CS Research Papers Search

2006 Shu-Han Hu (胡姝涵), Conference Information Extraction: Segmentation Base Approach

2006 Jen-Yu Liu (劉仁宇), Web page Classification and Cleaning for Information Extraction