高教深耕計畫

• 行政支持整合計畫_校務研究
  1130101~1131231
  

• 校務研究
  1120101~1121231
  

• 校務研究資料倉儲系統
  1120101~1121231
  

• 資工系張嘉惠
  1110801~1111231
  [計算語言丶語言學習、教育應用 , Computational linguistics]

• 校務研究
  1110101~1111231
  

• 校務研究資料倉儲系統
  1110101~1111231
  

• 校務研究
  1100101~1101231
  

其他補助

• 扎根高中職資訊科學教育計畫
  1070801~1080731
  

• 扎根高中職資訊科學教育計畫
  1060801~1070731
  

• 106年度永續智慧社區創新實證示範計畫-智慧校園補助款
  1060101~1061231
  

• 扎根高中職資訊科學教育計畫
  1050801~1060731
  

• 永續智慧社區創新實證示範計畫規劃費
  1050415~1050630
  

在職專班

• 106學年度第一學期資訊工程學系碩士在職專班
  1060701~1070731
  

• 105學年第一學期資訊工程學系資訊工程學系碩士在職專班
  1050701~1060731
  

• 104學年度第二學期資訊工程學系碩士在職專班
  1050201~1050731
  

• 104學年度第一學期資訊工程學系碩士在職專班
  1040801~1050131
  

• 104學年度第一學期資訊工程學系碩士在職專班
  1040801~1050131
  

• 103學年度第二學期資訊工程學系碩士在職專班
  1040201~1040731
  

國科會計畫統計

• 智慧計算學門研究發展及推動規劃計畫
  1150101~1151231
  

• 智慧計算學門研究發展及推動規劃計畫
  1140101~1141231
  

• 基於資訊擷取及常識圖譜聊故事機器人之研究
  1130801~1140731
  

• 智慧計算學門研究發展及推動規劃計畫
  1130101~1131231
  

• 基於資訊擷取及常識圖譜聊故事機器人之研究
  1120801~1130731
  

• 應用遷移式學習於跨領域意圖偵測與槽值辨識
  1111101~1121031
  [任務導向型對話,綱要引導對話,意圖偵測,槽位填充,對話狀態追蹤,遷移式學習 , Task-oriented dialog,Schema-Guided Dialog,Intent Detection,Slot Filling,Dialog State Tracking,Transfer Learning]

• 基於資訊擷取及常識圖譜聊故事機器人之研究
  1110801~1120731
  

• EventGo!社群媒體貼文中探索城市的活動事件動態與活動熱門度預測之研究
  1110801~1120731
  [活動名稱辨識,活動地點擷取,活動搜尋服務,活動地點定位,活動來源偵測,重複活動偵測,活動分類,活動熱門度預測 , event name recognition,event venue recognition,event search service,event geocoding,event source detection,duplicate even detection,event categorization,event popularity prediction]

• EventGo!社群媒體貼文中探索城市的活動事件動態與活動熱門度預測之研究
  1100801~1110731
  [活動名稱辨識,活動地點擷取,活動搜尋服務,活動地點定位,活動來源偵測,重複活動偵測,活動分類,活動熱門度預測 , event name recognition,event venue recognition,event search service,event geocoding,event source detection,duplicate even detection,event categorization,event popularity prediction]

• 網路輿情面向分析與知識圖譜建構系統之開發研究
  1100601~1110831
  [輿情面向辨識與分析,元學習,知識圖譜建構,關係擷取 , Aspect recognition,Aspect based sentiment analysis,meta learning,knowledge map construction,relation extraction]

• EventGo!社群媒體貼文中探索城市的活動事件動態與活動熱門度預測之研究
  1090801~1100731
  [活動名稱辨識,活動地點擷取,活動搜尋服務,活動地點定位,活動來源偵測,重複活動偵測,活動分類,活動熱門度預測 , event name recognition,event venue recognition,event search service,event geocoding,event source detection,duplicate even detection,event categorization,event popularity prediction]

• 影劇歌曲活動事件與歌手網路聲量關係之擷取與分析(2/2)
  1090601~1100831
  [命名實體辨識 , Named entity recognition]

• Web命名實體辨識模型建構工具之研究與開發
  1080801~1090731
  [Named Entity Recognition, sequence labeling, distant learning, automatic labeling, locality sensitive hashing, CRF, deep neural network, attention mechanism ]

• 影劇歌曲活動事件與歌手網路聲量關係之擷取與分析(1/2)
  1080601~1090531
  [命名實體辨識 , Named entity recognition]

• 跨領域資電工程教育融入CDIO架構與Capstone實作課程之發展、實施與成效評估—跨領域資電工程教育課程實施與應用(跨領域工程教育人才培育與研究計畫)
  1071201~1091130
  

• Web命名實體辨識模型建構工具之研究與開發
  1070801~1080731
  [Named Entity Recognition, sequence labeling, distant learning, automatic labeling, locality sensitive hashing, CRF, deep neural network, attention mechanism ]

• 跨領域資電工程教育融入CDIO架構與Capstone實作課程之發展、實施與成效評估—跨領域資電工程教育課程實施與應用(跨領域工程教育人才培育與研究計畫)
  1061201~1071130
  

• 應用社群網路分析暨影劇歌曲名稱辨識於熱門歌曲預測之研究
  1061101~1071031
  

• 免標記且高效率之完整綱要推導與資料擷取方法之研究
  1060801~1071231
  

• 具深度理解之智慧客服與新聞對話系統(1/3)
  1060601~1070531
  [Statistical Principle-based Algorithm, Natural Language Processing, Chatbot, Virtual Assistant, LanguageUnderstanding, Intelligent Agents, ]

• 跨領域資電工程教育融入CDIO架構與Capstone實作課程之發展、實施與成效評估—跨領域資電工程教育課程實施與應用(跨領域工程教育人才培育與研究計畫)
  1051201~1061130
  

• 免標記且高效率之完整綱要推導與資料擷取方法之研究
  1050801~1060731
  

• 大型地理資訊庫自動建置與地理檢索系統設計之研究
  1040801~1050731
  

產學合作計畫統計

• 應用人工智慧及大數據統計分析於語言學習及語言評量
  1140201~1140831
  [人工智慧,語言學習 , Artificial Intelligence,Language learning]

• 強化式學習於股票選擇與交易之研究
  1130916~1140515
  [強化學習、圖注意力機制、時序卷積自編碼器、選股、財務報表分析、技術指標、投資組合優化 , Stock Selection and Trading via GAT-based and AutoEncoder-Based Reinforcement Learning]

• 113年專案研究計畫-中文人物關係抽取模組(運用人工智慧方法)
  1130101~1131130
  [人工智慧,抽取模組 , AI,large language models]

• 計算語言學協會亞太分會第二屆會議暨第十二屆自然語言處理國際聯合會議
  1111121~1120228
  [計算語言學 , Computational Linguistics]

• 應用遷移式學習於跨領域意圖偵測與槽值辨識
  1111101~1121031
  [任務導向型對話,綱要引導對話,意圖偵測,自然語言對話生成 , Task-Oriented Dialog,Schema Guided Dialog,Intention Detection,Natural Language Generation]

• TCGA 2021 電腦對局研討會
  1100709~1100930
  [電腦對局 , Computer Game]

• 網路輿情面向分析與知識圖譜建構系統之開發研究
  1100601~1110831
  [輿情分析,面向辨識,轉移學習,知識圖譜建構,關係擷取 , Opinion Mining,Sentiment Analysis,Transfer Learning,Knowledge Graph Construction,Relation Extraction]

• 第25屆人工智慧應用研討會暨智慧計算學門成果發表會
  1091118~1091231
  [TAAI , TAAI,conference]

• 2020第25屆人工智慧與應用國際研討會
  1091115~1091215
  [TAAI , TAAI]

• 影劇歌曲活動事件與歌手網路聲量關係之擷取與分析(2/2) -- 企業配合款
  1090601~1100831
  [自然語言處理 , NLP]

• 影劇歌曲活動事件與歌手網路聲量關係之擷取與分析(1/2) -- 企業配合款
  1080601~1090531
  

• 應用實體名稱辨識於影劇專輯市場反應度偵測
  1080101~1081231
  

• 企業智慧客服對話系統開發案
  1070201~1071031
  

• 智慧運動虛擬助理之對話技術研究
  1070101~1071220
  

• (企業配合款)應用社群網路分析暨影劇歌曲名稱辨識於熱門歌曲預測之研究
  1061101~1071031
  

• 企業智慧客服對話系統開發案
  1060701~1061231
  

• 社群網路災害事件分析演算法研究
  1060518~1061130
  

• 異質性數據混搭分析
  1060315~1061220
  

• 基於大數據的數位顧問業之轉型再造
  1060215~1060630
  

• 資工系技術服務計畫(校內)
  1050101~1051231
  

• 使用者行為模版分析技術研發
  1050101~1051220
  

• 耀洲科技照明物聯網計畫
  1040801~1041201
  

• 資工系技術服務計畫(校內)
  1040101~1041231
  

• 資工系技術服務計畫(校外)
  1040101~1041231
  

期刊著作

• From readers to players: Exploring student engagement in a gamified metaverse and its effect on reading interest
  Education and Information Technologies, 30, 1, 421-447, 2025-01-01
  [ Engagement,Gamification,Interest,Metaverse,Story ]

• Fine-Grained Meetup Events Extraction Through Context-Aware Event Argument Positioning and Recognition
  International Journal of Computational Intelligence Systems, 17, 1, 2024-12-01
  [ Context-aware event extraction,Event argument positioning,Event argument recognition,Meetup event extraction ]

• Legal knowledge management for prosecutors based on judgment prediction and error analysis from indictments
  Computer Law and Security Review, 52, 2024-04-01
  [ Legal AI,Legal judgment prediction,Machine learning ]

• Forecasting of Global Ionosphere Maps With Multi-Day Lead Time Using Transformer-Based Neural Networks
  Space Weather, 22, 2, 2024-02-01
  [ neural network,TEC prediction,Transformer ]

• Cost-Effective Event Mining on the Web via Event Source Page Discovery and Data API Construction
  IEEE Access, 12, 115981-115993, 2024-01-01
  [ auto-pagination recognition,event detection and extraction,Event source page discovery,neural boilerplate removal,RL-based focused crawling ]

• Improving colloquial case legal judgment prediction via abstractive text summarization
  Computer Law and Security Review, 51, 2023-11-01
  [ Abstractive text summarization,Legal artificial intelligence,Legal judgment prediction,Legal text summarization ]

• EventGo! Mining Events Through Semi-Supervised Event Title Recognition and Pattern-based Venue/Date Coupling
  Journal of Information Science and Engineering, 39, 3, 655-670, 2023-05-01
  [ event title extraction,relation coupling,semi-supervised learning,social event search,venue recognition ]

• An analysis of children’ interaction with an AI chatbot and its impact on their interest in reading
  Computers and Education, 189, 2022-11-01
  [ Data science applications in education,Human-computer interface applications in subject areas elementary education ]

• Antibody watch: Text mining antibody specificity from the literature
  PLoS Computational Biology, 17, 5, 2021-05-01

• Foreword
  Journal of Information Science and Engineering, 37, 3, 2021-05-01

• On the Construction of Web NER Model Training Tool based on Distant Supervision
  ACM Transactions on Asian and Low-Resource Language Information Processing, 19, 6, 2020-11-01
  [ distant supervision,Information extraction,locality-sensitive hashing (LSH),named entity recognition,scalable automatic labeling ]

• DCADE: divide and conquer alignment with dynamic encoding for full page data extraction
  Applied Intelligence, 50, 2, 271-295, 2020-02-01
  [ Deep web data extraction , Divide-conquer alignment , Dynamic encoding , Full-schema induction , Multiple template pages ]

• 基於訊息回應配對相似度估計的聊天記錄解構
  International Journal of Computational Linguistics & Chinese Language Processing (中文計算語言學期刊), 24, 2, 63-77, 2019-12-01
  [ 對話解構,回覆關係預測,BERT模型應用 ]

• 應用記憶增強條件隨機場域與之深度學習及自動化詞彙特徵於中文命名實體辨識之研究
  International Journal of Computational Linguistics & Chinese Language Processing (中文計算語言學期刊), 24, 1, 1-14, 2019-06-01
  [ 機器學習,命名實體辨識,神經網路,特徵探勘 ]

• A novel alignment algorithm for effective web data extraction from singleton-item pages
  Applied Intelligence, 48, 11, 4355-4370, 2018-11-01
  [ Divide-conquer alignment , Full-schema , Multiple string alignment , Singleton pages , Template pages , Web data extraction ]

• Detecting outdated POI relations via web-derived features
  Transactions in GIS, 22, 5, 1238-1256, 2018-10-01

• Boosted web named entity recognition via tri-training
  ACM Transactions on Asian and Low-Resource Language Information Processing, 16, 2, 2016-10-01
  [ Named entity recognition , Semisupervised learning , Tri-training for sequence labeling , Tri-training initialization ]

• Enabling maps/location searches on mobile devices: constructing a POI database via focused crawling and information extraction
  International Journal of Geographical Information Science, 30, 7, 1405-1425, 2016-07-02
  [ geographic information retrieval , Location-based service , POI crawling , POI relation pairing , store name recognition ]

• Enhancing POI search on maps via online address extraction and associated information segmentation
  Applied Intelligence, 44, 3, 539-556, 2016-04-01
  [ Associated information segmentation , Chinese postal address extraction , Conditional random field , Location-based service , Record boundary detection ]

• Job-level alpha-beta search
  IEEE Transactions on Computational Intelligence and AI in Games, 7, 1, 28-38, 2015-03-01
  [ Alpha-beta search , chinese chess , game tree search , job-level computing , opening book ]

• An efficient algorithm for vehicle guidance combining Dijkstra and A∗ algorithm with fuzzy inference theory
  Journal of Internet Technology, 16, 2, 189-200, 2015-01-01
  [ A∗ algorithm , Dijkstra algorithm , Fuzzy rule base , Fuzzy theory ]

• Integrating content-based filtering with collaborative filtering using co-clustering with augmented matrices
  Expert Systems with Applications, 41, 6, 2754-2761, 2014-05-01
  [ Augmented data , Co-clustering , Collaborative filtering , Mutual information , Recommender system ]

• Enhancement of kernel dependency estimation with information generalization and a case study on skewed data
  Applied Intelligence, 41, 2, 582-593, 2014-01-01
  [ Classification , Kernel dependency estimation , Skewed data ]

• Named entity extraction via automatic labeling and tri-training: Comparison of selection methods
  Lecture Notes in Computer Science, 8870, 244-255, 2014-01-01
  [ Co-labeling method , Named entity extraction , Tri-training ]

• Co-clustering with augmented matrix
  Applied Intelligence, 39, 1, 153-164, 2013-07-01
  [ Classification evaluation , Co-clustering , Collaborative filtering ]

• Aggregate two-way co-clustering of ads and user data for online advertisements
  Journal of Information Science and Engineering, 28, 1, 83-97, 2012-01-01
  [ Clustering evaluation,Co-clustering,Decision tree,Dyadic data analysis,KL divergence ]

• Blogger-centric contextual advertising
  Expert Systems with Applications, 38, 3, 1777-1788, 2011-03-01
  [ Information retrieval , Language model , Machine learning , Marketing , Online advertising , Text mining ]

• Sentiment-oriented contextual advertising
  Knowledge and Information Systems, 23, 3, 321-344, 2010-06-01
  [ Machine learning , Marketing , Sentiment detection , Web advertising ]

• FiVaTech: Page-level web data extraction from template pages
  IEEE Transactions on Knowledge and Data Engineering, 22, 2, 249-263, 2010-02-01
  [ Multiple trees merging , Semistructured data , Web data extraction , Wrapper induction ]

• Exploring Evolutionary Technical Trends from Academic Research Papers
  Journal of Information Science and Engineering, 26, 1, 97-117, 2010-01-01
  [ Information extraction,Supervised machine learning,Term classification,Text mining,Trends analysis ]

• Efficient discovery of frequent continuities by projected window list technology
  Journal of Information Science and Engineering, 24, 4, 1041-1064, 2008-07-01
  [ Candidate-free enumeration , Data mining , Frequent continuity , Inter-transaction pattern , Pattern growth ]

• Efficient mining of frequent episodes from complex sequences
  Information Systems, 33, 1, 96-114, 2008-03-01
  [ Data mining , Frequent episodes , Temporal association ]

• Efficient text chunking using linear kernel with masked method
  Knowledge-Based Systems, 20, 3, 209-219, 2007-04-01
  [ Masked method , Shallow parsing , Support vector machines , Text chunking ]

• A survey of Web information extraction systems
  IEEE Transactions on Knowledge and Data Engineering, 18, 10, 1411-1428, 2006-10-01
  [ Information extraction , Web mining , Wrapper , Wrapper induction ]

• Categorical data visualization and clustering using subjective factors
  Data and Knowledge Engineering, 53, 3, 243-262, 2005-06-01
  [ Categorical data , Cluster analysis , Cluster visualization , Data mining ]

• SMCA: A general model for mining asynchronous periodic patterns in temporal databases
  IEEE Transactions on Knowledge and Data Engineering, 17, 6, 774-785, 2005-06-01
  [ Asynchronous sequence , Partial periodicity , Periodic pattern , Temporal database ]

• Reconfigurable web wrapper agents for biological information integration
  Journal of the American Society for Information Science and Technology, 56, 5, 505-517, 2005-03-01

• OLERA: Semisupervised Web-data extraction with visual support
  IEEE Intelligent Systems, 19, 6, 56-64, 2004-11-01

• Performance evaluation of a database of repetitive elements in complete genomes
  Journal of Systems and Software, 73, 3, 491-506, 2004-11-01

• A computational approach to discover differential cooperation of regulatory sites in functionally related genes in yeast genome
  Journal of Information Science and Engineering, 20, 6, 1141-1159, 2004-11-01
  [ Data mining,Promoter,Regulatory site,Transcription factor,Yeast ]

• Mining periodic patterns in sequence data
  Lecture Notes in Computer Science, 3181, 401-410, 2004-01-01

• Categorical data visualization and clustering using subjective factors
  Lecture Notes in Computer Science, 3181, 229-238, 2004-01-01

• PROWL: An efficient frequent continuity mining algorithm on event sequences
  Lecture Notes in Computer Science, 3181, 351-360, 2004-01-01

• COCOA: Compressed continuity analysis for temporal databases
  Lecture Notes in Computer Science, 3202, 509-511, 2004-01-01

• Reconfigurable Web wrapper agents
  IEEE Intelligent Systems, 18, 5, 34-40, 2003-09-01

• Automatic information extraction from semi-structured Web pages by pattern discovery
  Decision Support Systems, 35, 1, 129-147, 2003-04-01
  [ Information extraction , Multiple string alignment , PAT trees , Semi-structured data , Wrapper generation ]

• Enabling concept-based relevance feedback for information retrieval on the WWW
  IEEE Transactions on Knowledge and Data Engineering, 11, 4, 595-609, 1999-07-01

• Integrating query expansion and conceptual relevance feedback for personalized Web information retrieval
  Computer Networks, 30, 1-7, 621-623, 1998-01-01
  [ Document clustering , Query expansion , Relevance feedback ]

• Customizable multi-engine search tool with clustering
  Computer Networks, 29, 8-13, 1217-1224, 1997-01-01
  [ Clustering , Customizable , Information extraction , User feedback , WWW ]

研討會著作

• To What Extent Do LLMs Understand A Verdict?A Case Study on Traffic Accident Information Extraction 大型語言模型對判決理解的探討：以交通事故資訊擷取為例 (#33)
  2024-11-05
  [ 法律判決書、LLM 微調、資料標 註、資訊擷取、交通事故 ]

• 中文文章級別人物關係擷取之研究 (#34)
  2024-11-05
  [ 命名實體識別、聯合實體關係擷 取、文章級關係擷取 ]

• A narrative assistant for traffic accidents Based on Large Language Models (LLM) 基于LLM的交通事故陳述記錄輔助助理
  2024-11-04
  [ 大型語言模型、對話系統、資訊擷取、交通事故,LLM, CCG, Information Extraction, Traffic Accidents ]

• 大型語言模型對字串和整數欄位提取的理解程度 交通事故判決的個案研究 To What Extent Do LLMs Understand the Extraction of String and Integer Fields? A Case Study on Traffic Accident Verdict
  2024-11-04
  [ 微調、資料標註、資訊擷取,Fine-tuning, Data Annotation, Information Extraction ]

• 中文文章級別人物關係擷取之研究 Research on Document-Level Person Relation Extraction in Chinese
  2024-11-04
  [ 命名實體識別、聯合實體關係擷取、文章級關係擷取 ]

• Collision Care Guide based on Large Language Models 基于LLM的交通事故諮詢助理 (#32)
  2024-11-04
  [ 大型語言模型、對話系統、資訊擷 取、交通事故 ]

• ICCE 2023 Learning Outcomes of Computer Programming and Information Technology -Integrated Courses for Non-Computer Science Majors: Case Study of a Public Research University in Taiwan
  475-477, 2023-12-01
  [ Computer programming,entrance channels,Information technology-integrated courses,learning outcomes,longitudinal study ]

• Story Co-Telling Dialogue Generation via Reinforcement Learning and Knowledge Graph
  11–19, 2023-11-29
  [ story co-telling, self-training, reinforcement learning, open domain information extraction ]

• New Horizons of Legal Judgement Predication via Multi-Task Learning and LoRA
  207 - 216, 2023-11-18
  [ Legal AI, Legal Judgment Prediction, Parameter-Efficient Fine-Tuning ]

• Improving Chinese Fact Checking via Prompt Based Learning and Evidence Retrieval
  159-163, 2023-11-06
  [ claim verification,fact checking,prompt based learning,sentenceBERT,supervised evidence retrieval ]

• The design and analysis of a storytelling chatbot with natural language processing techniques for enhancing EFL reading
  2023-07-13
  [ chatbot,reading,storytelling,natural language processing ]

• The Design and Analysis of a Storytelling Chatbot with Natural Language Processing Techniques for Enhancing EFL Reading
  250-251, 2023-01-01
  [ chatbot,natural language processing,reading,storytelling ]

• Construction of Message Deliver Service Dialog Systems 中文訊息傳遞服務對話系統之建構
  29-37, 2023-01-01
  [ Corpus construction,Task-orient dialogue ]

• Story Co-telling Dialogue Generation via Reinforcement Learning and Knowledge Graph 應用強化學習與知識圖譜於故事共述生成之研究
  12-20, 2023-01-01
  

• Using Parameter Efficient Fine-Tuning on Legal Artificial Intelligence
  2023-01-01
  [ Legal AI,Legal Judgment Prediction,Parameter-Efficient Fine-Tuning ]

• Story Co-telling Dialogue Generation based on Multi-Agent Reinforcement Learning and Story Hightlights
  11-19, 2023-01-01
  

• Event Source Page Discovery via Policy-Based RL with Multi-task Neural Sequence Model
  597–606, 2022-11-01
  [ Web mining,Event source page discovery,Reinforcement learning,Multi-task neural model ]

• Question-answer pairing from IM conversations via message merging and reply-to prediction
  2022-10-20
  [ ]

• Enabling IR-based Dialog Systems via Context-Aware Question-Answer Pairing and Dialogue Act Tagging
  2022-10-20
  [ ]

• Automatic Web Data API Creation via Cross-Lingual Neural Pagination Recognition
  117–131, 2022-07-01
  [ Web Data ETL,Scalability,Neural sequence labeling,Announcement extraction,Pagination recognition ]

• Improving Response Diversity through Commonsense-Aware Empathetic Response Generation 基於常識知識的移情對話回覆生成
  299-306, 2022-01-01
  [ Commonsense aware response generation,Empathetic response generation,response diversity ]

• Applying Information Extraction to Storybook Question and Answer Generation 應用自動資訊擷取於故事書問答生成之研究
  289-298, 2022-01-01
  [ Information Extraction,Question Answering,Question-Answer Pairs Generation ]

• Preface by the Local Chair
  2022-01-01
  

• Home Appliance Review Analysis Via Adversarial Reptile
  64-70, 2021-12-14
  [ adversarial Training,Meta Learning,Sentiment Analysis,Transfer Learning ]

• Multi-Task Neural Sequence Labeling for Zero-Shot Cross-Language Boilerplate Removal
  326-334, 2021-12-14
  [ boilerplate removal,cross-lingual model,multi-task learning,tag embedding,zero-shot learning ]

• Home Appliance Review Research Via Adversarial Reptile
  183-191, 2021-01-01
  [ Aspect category classification,Aspect-based sentiment analysis,Meta-learning,Transfer learning ]

• Aspect-Based Sentiment Analysis and Singer Name Entity Recognition using Parameter Generation Network Based Transfer Learning
  202-209, 2021-01-01
  [ Aspect-Based Sentiment Analysis,Gradient Adversarial Layer,Named Entity Recognition,Parameter Generation Network ]

• Messages from Conference Chairs
  2021-01-01
  

• Message from the General Chairs and Program Chairs
  XI-XII, 2020-12-01
  

• EventGo! Exploring Event Dynamics from Social-Media Posts
  548-552, 2020-12-01
  [ Event mining,Event recognition,Event search service ]

• Automatic Spelling Correction for ASR Corpus in Traditional Chinese Language using Seq2Seq Models
  553-558, 2020-12-01
  [ automatic speech recognition,pointer network,sequence to sequence model,spelling check ]

• Automatic Punctuation Restoration for corpus in Traditional Chinese Language using Deep Learning
  91-96, 2020-12-01
  [ Automatic punctuation restoration,Deep Learning ]

• Mining Events through Activity Title Extraction and Venue Coupling
  136-141, 2020-12-01
  [ activity title extraction,social activity search,venue recognition ]

• A Hierarchical Decomposable Attention Model for News Stance 應用階層可解構式注意力模型於新聞立場辨識任務
  35-49, 2020-01-01
  [ Attention Mechanism,Discourse Analysis,Natural Language Inference,News Stance Detection ]

• Aspect-Based Sentiment Analysis Based on BERT-DAOA 基於 BERT-DAOA 的意見目標情感分析
  398-412, 2020-01-01
  [ Aspect-based Sentiment Analysis,Deep Learning,Sentiment Analysis ]

• Currency Exchange Rate Prediction with Long Short-Term Memory Networks Based on Attention and News Sentiment Analysis
  2019-11-01
  

• Semantic role labeling for opinion target extraction from Chinese social network
  1042-1047, 2019-08-27
  [ Deep learning , Highway connection , Opinion target detection , Semantic role labeling ]

• Structured Learning Applied to Consumer Goods Recommended
  88-91, 2018-05-09
  [ Consuming Product Recommendation , Machine Learning , Structured Learning ]

• Mining features for web ner model construction based on distant learning
  322-325, 2018-02-21
  [ Distant learning , Features mining , Scalable automatic labeling , Semi-supervised Learning , Sequence labeling ]

• Mining POIs from web via POI recognition and relation verification 應用興趣點辨識技術從 Web 中挖掘新商家資訊
  53-67, 2017-11-01
  [ Address Recognition , POI Entity Recognition , POI Relation Prediction ]

• A study of restaurant information and food type extraction from PTT PTT 網站餐廳美食類別擷取之研究
  183-196, 2017-11-01
  [ Distant Learning , Machine Learning , Named Entity Recognition , Tri-Training ]

• User behavior analysis and commodity recommendation for point-earning apps
  170-177, 2017-03-16
  [ co-clustering with augmented matrices , matrix factorization , time sequential patterns , user behavior models ]

• AFIS: Aligning detail-pages for full schema induction
  220-227, 2017-03-16
  [ detail-pages alignment , divide-conquer alignment , landmark equivalence class , semi-structured data , web data extraction ]

• Improving the effectiveness of POI search by associated information summarization
  336-339, 2017-03-10
  

• Facebook activity event extraction system
  229-243, 2016-10-01
  [ Activity Event Extraction , Named Entity Recognition , Social Media Event ]

• Points of interest extraction from unstructured web 基於 Web 之商家景點擷取與資料庫建置
  180-195, 2015-10-01
  [ Electronic map , Information extraction , POI database , Web crawler ]

• A tool for web NER model generation using search snippets of known entities 基於已知名稱搜尋結果的網路實體辨識模型建立工具
  148-163, 2015-10-01
  [ Co-Training , Named Entity Recognition , Tri-Training ]

• Verification of POI and location pairs via weakly labeled web data
  743-748, 2015-05-18
  [ Crowdsourcing , Geographic information retrieval , Location-based service , Semi-supervised learning , Weakly labeled data ]

• Automatic multi-track mixing by kernel dependency estimation
  42-57, 2014-09-01
  [ Kernel dependency estimation , Mixing , Music IR , Music production ]

• Welcome message from chairs
  2014-09-01
  

• Semi-supervised Sequence Labeling for Named Entity Extraction based on Tri-Training: Case Study on Chinese Person Name Extraction
  33-40, 2014-01-01
  

• Primary Chinese semantic-phonetic compounds pronunciation rules mining and visualization 主要漢字形聲字發音規則探勘與視覺化
  183-197, 2013-10-01
  [ Association Rule Mining Visualization , Chinese Teaching , Multiple-level Association Rule Mining , Phonetic Component , Semantic-Phonetic Compounds ]

• Evaluation of social, geography, location effects for point-of-interest recommendation
  766-772, 2013-01-01
  [ Collaborative filtering , Location-based social networks , Point of interest recommendation ]

• Evaluation of session-based recommendation systems for social networks
  758-765, 2013-01-01
  [ Collaborative filtering , Matrix factorization , Social network recommendation ]

• Session-based recommendation - Case study on Tencent Weibo
  205-210, 2013-01-01
  [ collaborative filtering , factorization machine , matrix factorization , social network recommendation ]

• The design of Chinese character learning system based on phonetic components
  112-124, 2012-12-01
  [ Component , Phonetic component , Picto-phonetic compounds , Stem-deriving instructional method ]

• Automatic extraction of blog post from diverse blog pages
  129-136, 2012-12-01
  [ blog post extraction , maximum sequence , sequence labeling ]

• Collaborative filtering with CCAM
  245-250, 2011-12-01
  [ Co-clustering , Collaborative Filtering , Recommendation System ]

• Pronunciation rules discovery for picto-phonetic Chinese characters
  166-178, 2011-12-01
  

• MapMarker: Extraction of postal addresses and associated information for general web pages
  105-111, 2010-12-13
  [ Address extraction , Associated information extraction , Conditional random fields ]

• Aggregate two-way co-clustering of ads and user analysis for online advertisements
  587-593, 2010-12-01
  [ Clustering evaluation , Co-clustering , Decision tree , Dyadic data analysis , KL divergence ]

• Automatic identification of phonetic complements for Chinese characters based on optimization and probability distribution
  199-209, 2010-12-01
  

• Learning to predict ad clicks based on boosted collaborative filtering
  209-216, 2010-11-29
  [ Collaborative filtering , Machine learning , Recommender system , Social advertising , Social networks ]

• Blogger-centric contextual advertising
  1803-1806, 2009-12-01
  [ Blog , Intention recognition , Machine learning , Marketing , Sentiment detection , Web advertising ]

• Decision support and profit prediction for online auction sellers
  1-8, 2009-11-30
  [ Expected profit , Online auction , Probability calibration , Profit prediction , Sample selection bias ]

• Exploring evolutionary technical trends from academic research papers
  574-581, 2008-12-22
  

• Gadget creation for personal information integration on web portals
  469-472, 2008-09-23
  

• FiVaTech: Page-level web data extraction from template pages
  15-20, 2007-12-01
  

• Aspect summarization from blogsphere for social study
  9-14, 2007-12-01
  [ Opinion extraction , Reason summarization , Sentiment classicization , Social study , Text mining , Weblogs ]

• MAGEN: An adaptive conversational system based on terms
  111-133, 2006-12-01
  

• Chinese word segmentation using specialized HMM
  287-307, 2006-12-01
  

• Integrating web information to generate chinese video summaries
  514-519, 2005-12-01
  [ Natural language processing , Text summarization , Video summarization , Web information ]

• ClosedPROWL: Efficient mining of closed frequent continuities by projected window list technology
  501-505, 2005-01-01
  [ Association rules , Mining methods and algorithms , Temporal databases ]

• Olera: OnLine extraction rule analysis for semi-structured documents
  736-742, 2004-12-01
  [ Approximate matching , Information extraction , Semi-structured documents , String alignment ]

• CLVQ: Cross-language video question/answering system
  294-301, 2004-12-01
  

• VSUM: Summarizing from videos
  302-309, 2004-12-01
  

• Enhancing SWF for incremental association mining by itemset maintenance
  301-312, 2003-01-01
  

• IEPAD: Information extraction based on pattern discovery
  681-688, 2001-04-01
  [ Extraction rule , Information extraction , Multiple string alignment , PAT tree ]

• Applying pattern mining to web information extraction
  4-15, 2001-01-01
  [ Information extraction , Multiple alignment , Pattern discovery , Semi-structured documents , Wrap-per generation ]

• Exploiting hyperlinks for automatic information discovery on the WWW
  156-163, 1998-12-01
  

• Constructing personalized information agents
  374-375, 1998-01-01
  

專書

• Frontiers in Artificial Intelligence and Applications
  84-94, 2024-01-01
  [ CCG,Information Extraction,LLM,Traffic Accidents ]

• Frontiers in Artificial Intelligence and Applications
  262-268, 2024-01-01
  [ Large Language Model,Legal Judgement Prediction,LoRA,Multi-task Learning,PEFT ]

• Frontiers in Artificial Intelligence and Applications
  207-216, 2023-12-07
  [ Large Language Model,Legal Judgement Prediction,LoRA,PEFT ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  597-606, 2022-01-01
  [ Event source page discovery,Multi-task neural model,Reinforcement learning,Web mining ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  117-131, 2022-01-01
  [ Announcement extraction,Neural sequence labeling,Pagination recognition,Web Data ETL scalability ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  2021-01-01
  

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  478-490, 2016-01-01
  

• Lecture Notes in Business Information Processing
  13-25, 2014-01-01
  [ Associated information extraction,Chinese postal address extraction,Crawling strategies,Geographic information retrieval ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  183-194, 2014-01-01
  [ Co-clustering,Hadoop,Map-Reduce,recommender system ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  454-467, 2013-11-18
  [ Extractor,Unsupervised Information Extraction,Wrapper Induction,Wrapper Verification ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  127-136, 2011-12-28
  

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  289-300, 2011-09-07
  

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  202-215, 2009-07-23
  [ Marketing,Sentiment Detection,Web Advertising ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  824-829, 2006-07-06
  

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  280-291, 2006-01-01
  

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  144-155, 2006-01-01
  

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  297-303, 2002-01-01