Artificial Intelligence & Search Engine
最近对人工智能和搜索引擎比较痴迷,发现很多东西必定会在不久的将来得到很大的应用,比如类似iask的专家系统、自动问答、帮助自动回复、新闻自动分类等。所以,花了点时间,理了下思路,整理如下: 1. Information Filtering [信息过滤] 1.1 Information Collection [信息采集] 1.2 Natural Language Understanding [NLU 自然语言理解] 1.2.1 Word Splitting [分词] 1.2.2 POS Tagging [词性标注] 1.2.3 Technical Terms Recognition [专名识别] 1.2.4 Lexical Analysis [词法分析] 1.2.5 Syntax Analysis [语法分析] 1.2.6 Semantic Analysis [语义分析] 1.2.7 Discourse Analysis [语篇分析] 1.2.8 Document Automatic Categorization [自动分类] 1.2.9 Subject Extraction [主题提取] 2. Information Retrieval [信息检索] 2.1 Robot/Agent/Spider [智能体] 2.2 build index [索引] 2.3 mulitple agents [多智能体] 2.4 Indexer [检索] 3. Search Engine [搜索引擎] 3.1 apache module [apache模块] 3.2 Full-Text Search [全文检索] 3.3 Intelligent Matching [智能匹配] 3.4 Distributed Search Engine [分布式搜索引擎] 4. Data Mining [数据挖掘] 4.1 Data Excavating [数据采掘] 4.2 Intelligent Navigation [智能导航] 4.3 Data Bank [数据仓库] 4.4 Knowledge Discovering [知识发现] 4.6 Question-Answering System [问答系统] 4.5 Knowledge-Based System [专家系统]
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