Semantic-Synaptic Web Mining: A Novel Model for Improving the Web Mining 報告者:陳宜樺 報告日期:2015/9/25 outline Introduction Semantic web Synaptic web Entropy Semantic-Synaptic web mining architecture Introduction The enormous amount of unstructured information available on the web, results in inaccuracy and irrelevant information while user extract desired information from the web Semantic web Semantic web, a technique to manage content and process with creation and use of semantic metadata Synaptic web Synaptic web, it is the connection between different neurons in the brain the synaptic connections between objects (Content/ Information) are more important than the object themselves makes the smarter web. Entropy(1/2) Information Theory Entropy(熵),is a measurement of uncertainty and inconsistency in random variable, which evaluate the information content in a message. Mostly, the information content is the uncertainty of each event. Entropy(2/2) Semantic-Synaptic Web Noisy-Unorganized Web Semantic-Unorganized Web Noisy-Synaptic Web Semantic-Synaptic web mining architecture the nodes are to be distributed at a hierarchical range of entropy which results in relevant and accurate data Thank You!