Company Filing History:
Years Active: 2019-2022
Title: Joseph M Kaufmann: Innovator in Cognitive Systems and Knowledge Graphs
Introduction
Joseph M Kaufmann is a notable inventor based in Austin, TX, with a remarkable portfolio of 8 patents. His work primarily focuses on advancements in cognitive systems and knowledge graph querying, contributing significantly to the field of artificial intelligence.
Latest Patents
One of Kaufmann's latest patents is titled "Generation of Domain Thesaurus." This invention provides a computer-implemented method for generating a domain-specific thesaurus on a cognitive system. The method involves receiving data from a domain-specific corpus and a plurality of terms of interest from a user. It utilizes natural language processing techniques to split the data into sentences and retrieves candidate sentences containing the terms of interest. The invention also tracks the frequency of synonyms and generates a domain-specific thesaurus based on this frequency map.
Another significant patent is "Search Space Reduction for Knowledge Graph Querying and Interactions." This patent describes a method for reducing search space using a pruned ontology that comprises entities from an initial ontology. The process involves receiving a document corpus and determining a set of entities within the documents. An ontology pruner assesses these entities and determines their relevance based on a scoring system, omitting those that do not meet a predetermined threshold.
Career Highlights
Joseph M Kaufmann is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and develop new technologies. His contributions to the field have been recognized through multiple patents that enhance cognitive systems and improve knowledge graph interactions.
Collaborations
Kaufmann has collaborated with notable colleagues, including Lakshminarayanan Krishnamurthy and Niyati Parameswaran, who share his commitment to advancing technology in their respective fields.
Conclusion
Joseph M Kaufmann's innovative work in cognitive systems and knowledge graph querying exemplifies the impact of technology on modern problem-solving. His patents reflect a deep understanding of artificial intelligence and its applications, making him a significant figure in the field.
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