Knowledge Inference

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (32)

Page 2 of 4

Semantic Web: Overview and Tools

Explores the Semantic Web, ontologies, schema mapping, RDF, and knowledge graphs.

Knowledge Inference for Graphs

Explores knowledge inference for graphs, discussing label propagation, optimization objectives, and probabilistic behavior.

Expert Systems: Backward Chaining

Explores expert systems, backward chaining, and uncertainty through fuzzy logic in practical applications.

Information Systems: Overview

Covers the overview of information systems, data modeling, managing data, and the distinction between data and information.

Neuro-symbolic Representations: Commonsense Knowledge & Reasoning

Delves into neuro-symbolic representations for commonsense knowledge and reasoning in natural language processing applications.

Information Extraction: Methods and Applications

Explores methods for information extraction, including traditional and embedding-based approaches, supervised learning, distant supervision, and taxonomy induction.

Nexus Forge: Building and Using Knowledge Graphs Made Easy

Explores Nexus Forge, a tool for creating and utilizing knowledge graphs effortlessly.

Entity Disambiguation

Explores Entity Disambiguation, linking text mentions to a knowledge base, coherence in entity graphs, and Personalized PageRank.

Data Wrangling with Hadoop

Covers data wrangling techniques using Hadoop, focusing on row versus column-oriented databases, popular storage formats, and HBase-Hive integration.

Data Wrangling with Hive: Managing Big Data Efficiently

Covers data wrangling techniques using Apache Hive for efficient big data management.