E-Books →Text Analysis Pipelines Towards Ad–hoc Large–Scale Text Mining
Published by: book79 on 26-02-2025, 15:44 | 
0
Free Download Henning Wachsmuth, "Text Analysis Pipelines: Towards Ad-hoc Large-Scale Text Mining"
English | 2015 | pages: 322 | ISBN: 3319257404 | PDF | 18,6 mb
This monograph proposes a comprehensive and fully automatic approach to designing text analysis pipelines for arbitrary information needs that are optimal in terms of run-time efficiency and that robustly mine relevant information from text of any kind. Based on state-of-the-art techniques from machine learning and other areas of artificial intelligence, novel pipeline construction and execution algorithms are developed and implemented in prototypical software. Formal analyses of the algorithms and extensive empirical experiments underline that the proposed approach represents an essential step towards the ad-hoc use of text mining in web search and big data analytics.
Both web search and big data analytics aim to fulfill peoples' needs for information in an adhoc manner. The information sought for is often hidden in large amounts of natural language text. Instead of simply returning links to potentially relevant texts, leading search and analytics engines have started to directly mine relevant information from the texts. To this end, they execute text analysis pipelines that may consist of several complex information-extraction and text-classification stages. Due to practical requirements of efficiency and robustness, however, the use of text mining has so far been limited to anticipated information needs that can be fulfilled with rather simple, manually constructed pipelines.
Buy Premium From My Links To Get Resumable Support,Max Speed & Support Me
Links are Interchangeable - Single Extraction
Help Us Grow – Share, Support
We need your support to keep providing high-quality content and services. Here’s how you can help:
- Share Our Website on Social Media! 📱
Spread the word by sharing our website on your social media profiles. The more people who know about us, the better we can serve you with even more premium content! - Get a Premium Filehost Account from Website! 🚀
Tired of slow download speeds and waiting times? Upgrade to a Premium Filehost Account for faster downloads and priority access. Your purchase helps us maintain the site and continue providing excellent service.
Thank you for your continued support! Together, we can grow and improve the site for everyone. 🌐
Related News
-
{related-news}
Comments (0)
Information
Users of Guests are not allowed to comment this publication.
Search
Updates
Partner
» TutBB
» Byte
» Crawli
» Warezomen
» Warez-DDL
» Raidrush
» KATZCD
» Free Ebooks Library
Your Link Here ?
(Pagerank 4 or above)
» Byte
» Crawli
» Warezomen
» Warez-DDL
» Raidrush
» KATZCD
» Free Ebooks Library
Your Link Here ?
(Pagerank 4 or above)