Using semantic field model to create information search engines
نویسندگان
چکیده
منابع مشابه
Flexible Similarity Search of Semantic Vectors Using Fulltext Search Engines
Vector representations and vector space modeling (VSM) play a central role in modern machine learning. In our recent research we proposed a novel approach to ‘vector similarity searching’ over dense semantic vector representations. This approach can be deployed on top of traditional inverted-index-based fulltext engines, taking advantage of their robustness, stability, scalability and ubiquity....
متن کاملSemantic Vector Encoding and Similarity Search Using Fulltext Search Engines
Vector representations and vector space modeling (VSM) play a central role in modern machine learning. We propose a novel approach to ‘vector similarity searching’ over dense semantic representations of words and documents that can be deployed on top of traditional inverted-index-based fulltext engines, taking advantage of their robustness, stability, scalability and ubiquity. We show that this...
متن کاملRequirements to Modern Semantic Search Engines
Since the introduction of computing machines into companies and industries, searching large enterprise data is an open challenge including diverse and distributed datasets, missing alignment of vocabularies within divisions as well as data isolated in format silos. In this article, we report the requirements of commercial enterprises to the next generation of semantic search engine for large, d...
متن کاملAnalysis of Semantic Search Engines
61 | P a g e S e p t e m b e r 2 2 , 2 0 1 3 ANALYSIS OF SEMANTIC SEARCH ENGINES Vijay Rana*, Dr Gurdev Singh * Research Scholar, Punjab Technical University, Jalandhar, Punjab, India. [email protected] ** Gurukul Vidyapeeth Institute of Engineering & Technology, Patiala, Punjab, India. [email protected] ABSTRACT The traditional information retrieval system don not formally capture the ...
متن کاملUsing Search Engines to Find Online Medical Information
B rewster Kahle, creator of the Internet Archive (www. archive.org)—a digital library of Internet sites and other cultural artifacts in digital form—has been inspirational in discussing the Internet's potential to become a modern Library of Alexandria. He campaigns for a resource that makes all of humanity's knowledge available to all of humanity. The Internet certainly provides a number of res...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Physics: Conference Series
سال: 2020
ISSN: 1742-6588,1742-6596
DOI: 10.1088/1742-6596/1703/1/012051