Abstract
dc:description.abstractProfiling is an approach to put a label or a set of labels on a subject, considering the characteristics of this subject. The New Oxford American Dictionary defines profiling as: “recording and analysis of a person’s psychological and behavioral characteristics, so as to assess or predict his/her capabilities in a certain sphere or to assist in identifying a particular subgroup of people”. This research extends this definition towards things demonstrating that many methods used for profiling of people may be applied for a different type of subjects, namely things. The goal of this research concerns proposing methods for discovery of profiles of users and things with application of Data Science methods. The profiles are utilized in vertical and 2 horizontal scenarios and concern such domains as smart grid and telecommunication (vertical scenarios), and support provided both for the needs of authorization and personalization (horizontal usage).
Degree
thesis:*- Level thesis:degree_level
- thesis.habilitation
- Grantor dc:publisher
- Universität Leipzig
- Year
- 2020
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Filipowska, Agata