Back in 2017, during my Master’s Thesis, I ran this blog in german. Time flies and fast forward to today, I switched to english language very long time ago. For the thesis, I was researching about recommendation systems and Item-Based Collaborative Filtering, among others. My research results were published on this blog, but in German. … read more …
It has been a while since I released the initial version of Recommendation Assistant, my Master’s Thesis in coorperatin with Nextcloud GmbH and Frankfurt University of Applied Sciences. Today, I am happy to announce version 1.0.0. What has been changed? Most of the work is on how recommendations are being calculated. Earlier this year, I … read more …
This is a great day. Over the last approximately 7 months I have worked hard on my Master’s Thesis in Recommendation Systems. The goal was to contribute to the community by creating an open source app for an open source platform. And thus, I started to work on a Recommender App at the company behind … read more …
For my masters thesis I have researched Content-Based Recommendation and extracting keywords – namely: TF-IDF keyword extraction – as a part of it in detail. One interesting point regarding to keyword extraction is the “quality” of keywords, meaning that if a keyword is descriptive for a document or not. TF-IDF Definition For TF-IDF keyword extraction … read more …