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Publications

Kavita’s select publications

OpinoFetch: A Practical and Efficient Approach to Collecting Opinions on Arbitrary Entities

Abstract The abundance of opinions on the Web is now becoming a critical source of information in a variety of application areas such as business intelligence, market research and online shopping. …

Findilike: Preference Driven Entity Search

Traditional web search engines enable users to find documents based on topics. However, in finding entities such as restaurants, hotels and products, traditional search engines fail to suffice as users …

Comprehensive Review of Opinion Summarization

This survey zooms into recent research in the area of opinion mining summarization, which is related to generating effective summaries of opinions so that users can get a quick understanding …

About Kavita

Kavita Ganesan is an AI advisor, educator, and consultant and the founder of Opinosis Analytics. She works with senior executives to develop and implement their AI strategy.

With over 15 years of experience, Kavita has scaled and delivered multiple successful AI initiatives for fortune 500 companies as well as smaller organizations. She has also helped leaders and practitioners around the world through her blog posts, coaching sessions, and open-source tools.

Kavita holds a Masters and a Ph.D. degree from top-ranked computer science programs, specifically in the area of Artificial Intelligence. She has been featured in CMSWire, Verizon, SDTimes, Techopedia, and Ted Magazine. To learn more about her patents and publications, visit: bit.ly/kavita-publications

Reader’s Thoughts

“I just read your article ‘All you need to know about text preprocessing for NLP and Machine Learning’ on KDnuggets and I have to say it is one the best, most comprehensive, and well-explained articles I’ve ever encountered related to pre-processing.“

Azaf Tanveer, Data Scientist Company1

“I arrived at your profile after going through your articles. They are a treasure trove of knowledge and really help me understand many of the topics prevalent in the field and industry.“

Siddharth, Software Engineer Company1

“I recently got lucky to come across your article on AI strategy & then your series of blogs. I must admit your knowledge & skill of putting things in so easy & relative manner is outstanding & impressive.”