| 000 -LEADER |
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| fixed length control field |
02155nam a22002417a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
FT8773 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20251106125124.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
251106b ||||| |||| 00| 0 eng d |
| 041 ## - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
engtag |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
T58.64 E83 2025 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
. |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Escoto, Louis Mariae C.; Maranan, Gerwin Marie V.; Panajon, Karyll Kaye B. |
| 245 ## - TITLE STATEMENT |
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| Title |
Eminder: Mental health companion bot for daily monitoring and notification |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
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| Place of production, publication, distribution, manufacture |
. |
| Name of producer, publisher, distributor, manufacturer |
. |
| Date of production, publication, distribution, manufacture, or copyright notice |
c2025 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Other physical details |
Capstone Project: (Bachelor of Science in Information Technology) - Pamantasan ng Lungsod ng Maynila, 2025 |
| 336 ## - CONTENT TYPE |
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| Source |
text |
| Content type term |
text |
| Content type code |
text |
| 337 ## - MEDIA TYPE |
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| Source |
unmediated |
| Media type term |
unmediated |
| Media type code |
unmediated |
| 338 ## - CARRIER TYPE |
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| Source |
volume |
| Carrier type term |
volume |
| Carrier type code |
volume |
| 505 ## - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
ABSTRACT: Anxiety and depression have become increasingly prevalent in the Philippines, especially after the COVID-19 pandemic, with the Department of Health estimating that 3.6 million Filipino suffer from these issues. Individuals often find it challenging to express their emotions or seek help, leading to challenges in emotional regulation and communication. In response, researchers from Pamantasan ng Lungsod ng Maynila (PLM) developed Eminder: Mental Health Companion Bot for Daily Monitoring and Notification, a mobile application aimed at assessing emotional states and offering support. The study involved 150 respondents who experienced anxiety, stress, and depression and applied the ISO/IEC 25010 standard to evaluate functional suitability, performance efficiency, reliability, and security. Results indicate high ratings across all categories. The mean per category is as follows: 3.99 for functional suitability, 4.02 performance efficiency, 4.11 for reliability, and 4.04 for security, all rated as “Very Good.” These findings suggest Eminder’s potential to enhance emotional well-being. However, the Support Vector Machine (SVM) model used for emotion detection achieved only 48% accuracy, and the decision tree had an accuracy of 50%. Both models misclassify “fear” and “surprise” as other emotion, indicating the need for further improvements. |
| 526 ## - STUDY PROGRAM INFORMATION NOTE |
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| Classification |
Filipiniana |
| 655 ## - INDEX TERM--GENRE/FORM |
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| Genre/form data or focus term |
academic writing |
| 942 ## - ADDED ENTRY ELEMENTS |
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| Source of classification or shelving scheme |
|
| Item type |
Thesis/Dissertation |