Context Based mostly Search Engine
Drawback Definition for Context Based mostly Search Engine
Our project Context Based mostly Search Engine is mainly a analysis oriented project the place we’re required to know the working of search engines like google comparable to google, msn and so forth and research the ideas of knowledge mining and knowledge warehousing and in addition to analysis on accessible search algorithms. We additionally can be doing a comparative evaluation of Google Search API and Lucene framework.
Expertise Used
Java
Platform
Home windows Machine
Software program and {Hardware} Necessities
- JDK 1.5
- Microsoft Home windows XP Skilled SP2
- 512 Mb RAM
- 80 Gb HDD
- Pentium 4 processor
Context Based mostly Search Engine Mission Description
Though a number of new working programs try to supply customers with content-based search capabilities, they’re restricted to textual content paperwork. A key problem in implementing a content-based similarity search system for feature-rich knowledge is that such knowledge is noisy and complicated. For instance, take into account two completely different pictures of an an identical scene, or two separate recordings of an individual talking the identical sentence. Regardless of the excessive diploma of similarity between the 2 photos or between the audio recordsdata or knowledge, the digital sample of this knowledge are completely different at very low stage. By Evaluating noise contained in the digital knowledge , often knowledge requires matching primarily based on some similarity of sample as a substitute of tangible match of digital illustration. Nonetheless, if we attempt similarity search in excessive dimensional knowledge it’s notoriously tough. So in present state of affairs, in the present day’s superior search algorithms comparable to database instruments and search engines like google have restricted functionality to seek for precise matches. These type of search engines like google can work just for textual knowledge and textual content annotations solely. To this point, there isn’t a sensible content-based search engine for large quantities of inherently noisy, feature-rich knowledge.
Our software can be a code indexing and search software. It will likely be an software of Search API and Lucene framework. This can be a branched out specialised area from context primarily based looking out.
Obtain Context Based mostly Search Engine
Context Based Search Engine Synopsis
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