التفاصيل البيبلوغرافية
| العنوان: |
Kaalulangetuse edukust ennustavate iseloomujoonte määramine |
| المؤلفون: |
Puudist, Eerik Sven |
| المساهمون: |
Vainik, Uku, juhendaja, Kolde, Raivo, juhendaja, Arumäe, Kadri, juhendaja, Tartu Ülikool. Loodus- ja täppisteaduste valdkond, Tartu Ülikool. Arvutiteaduse instituut |
| بيانات النشر: |
Tartu Ülikool |
| سنة النشر: |
2024 |
| المجموعة: |
University of Tartu: Dspace |
| مصطلحات موضوعية: |
isiksus, suur viisik, KMI, soolised erinevused, lineaarsed mudelid, faktoranalüüs, Gaussi segumudelid, magistritööd, informaatika, infotehnoloogia, informatics, infotechnology |
| الوصف: |
This study examines the relationship of personality traits with changes in body mass index (BMI) using a more detailed personality measurement questionnaire and a larger sample (N > 45000) compared to previous studies. Using regression models (linear models, random forest, XGBoost), Gaussian mixture models, and factor analysis, we examine the relationships of personality traits with a person’s largest historical BMI, largest BMI decline, and BMI regain. The goal is to find which character traits influence those outcomes the most to assist in developing personalized weight loss treatment plans. We point out that BMI is related to almost all aspects of one’s personality. Those relationships seem to be linear. However, the factors predicting the change in BMI are different between genders, and therefore both genders should be addressed separately in the development of weight loss methodologies. |
| نوع الوثيقة: |
thesis |
| وصف الملف: |
application/pdf |
| اللغة: |
English |
| Relation: |
https://hdl.handle.net/10062/105171 |
| الاتاحة: |
https://hdl.handle.net/10062/105171 |
| Rights: |
Attribution-NonCommercial-NoDerivs 3.0 Estonia ; http://creativecommons.org/licenses/by-nc-nd/3.0/ee/ |
| رقم الانضمام: |
edsbas.DD4FC75F |
| قاعدة البيانات: |
BASE |