Location History:
- Aptos, CA (US) (1999)
- Santa Cruz, CA (US) (2003 - 2016)
Company Filing History:
Years Active: 1999-2016
Title: John J Sidorowich: Innovator in Statistical Modeling and Ontology
Introduction
John J Sidorowich is a notable inventor based in Santa Cruz, CA (US). He holds a total of 9 patents that showcase his expertise in statistical modeling and ontology. His innovative work has contributed significantly to the fields of data analysis and information retrieval.
Latest Patents
One of his latest patents is focused on modeling topics using statistical distributions. In this embodiment, modeling topics involves accessing a corpus of documents that include words. The words of a document are selected as keywords, and the documents are clustered according to these keywords to yield clusters, with each cluster corresponding to a specific topic. A statistical distribution is generated for a cluster from the words of the documents within that cluster, allowing for effective topic modeling.
Another significant patent involves recommending terms to specify ontology space. In this case, a set of target search terms for a search is received, and candidate terms are selected to reduce the ontology space of the search. These candidate terms are then sent to a computer to recommend them as search terms. Additionally, a document stored in tangible media is accessed, and a set of target tags for the document is received. Terms are selected to reduce the ontology space of the document, and these terms are sent to a computer for recommendation as tags.
Career Highlights
Throughout his career, John has worked with prominent companies such as Therma-Wave, Inc. and Fujitsu Corporation. His experience in these organizations has allowed him to refine his skills and contribute to various innovative projects.
Collaborations
John has collaborated with notable individuals in his field, including David Loren Marvit and Jawahar Jain. These collaborations have further enriched his work and expanded his impact in the industry.
Conclusion
John J Sidorowich is a distinguished inventor whose contributions to statistical modeling and ontology have made a significant impact in his field. His innovative patents and collaborations reflect his dedication to advancing technology and improving data analysis methods.