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An Introduction to Knowledge Graphs

May 10, 2021
Knowledge Graphs (KGs) have emerged as a compelling abstraction for organizing the world’s structured knowledge, and as a way to integrate information extracted from multiple data sources. Knowledge graphs have started to play a central role in representing the information extracted using natural language processing and computer vision. Domain knowledge expressed in KGs is being input into machine learning models to produce better predictions. Our goals in this blog post are to (a) explain the basic terminology, concepts, and usage of KGs, (b) highlight recent applications of KGs that have led to a surge in their popularity, and (c) situate KGs in the overall landscape of AI. This blog post is a good starting point before reading a more extensive survey or following research seminars on this topic. ....

United States , Czech Republic , Wikipedia Infoboxes , Albert Einstein , Winterthur Zurich , Library Of Congress , World Wide Web Consortium , Acma Retail Inc , Data Integration In Enterprises , Knowledge Graphs , Schema Org , Retail Inc , Resource Description Framework , Web Ontology Language , Semantic Web Rule Language , Theoretical Physicist , Linear Algebra , ஒன்றுபட்டது மாநிலங்களில் , செக் குடியரசு , ஆல்பர்ட் ஐன்ஸ்டீன் , நூலகம் ஆஃப் காங்கிரஸ் , உலகம் பரந்த வலை கூட்டமைப்பு , அறிவு வரைபடங்கள் , சில்லறை இன்க் , வள விளக்கம் கட்டமைப்பு , வலை இயக்கவியல் மொழி ,

Researchers use AI to help businesses understand Code of Federal Regs, other legal docs

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Researchers at the University of Maryland, Baltimore County (UMBC) have made strides in automated legal document analytics (ALDA) by creating a way to machine-process the Code of Federal Regulations (CFR). The CFR is a complex document containing policies related to doing business with the federal government. All business affiliates of the federal government must comply with the CFR. For government contracts to be equitably open to a broad range of businesses, policies within the CFR must be accessible.
This document automation is just one part of a broader project to help contractors and other entities manage and monitor their legal documents. Directed by Karuna Joshi, associate professor of information systems, the team has successfully managed to do a complete analysis of the CFR. ....

Lavanya Elluri , Karuna Joshi , University Of Maryland , Baltimore County , Federal Regulations , Semantic Web , Web Ontology Language , கருணா ஜோஷி , பல்கலைக்கழகம் ஆஃப் மேரிலாந்து , பால்டிமோர் கவுண்டி , கூட்டாட்சியின் ஒழுங்குமுறைகள் , வலை இயக்கவியல் மொழி ,