MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02843nam a22003377a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20231211160120.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
231211b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
TUPM |
| Language of cataloging |
eng |
| Transcribing agency |
- |
| Modifying agency |
- |
| Description conventions |
rda |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
BTH TK 7816 |
| Item number |
A45 2019 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Aliman, George B. |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
I-PAL: Mental Health Companion/ |
| Statement of responsibility, etc. |
Tanya Faye S. Nivera and and four others |
| 264 ## - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Manila: |
| Name of producer, publisher, distributor, manufacturer |
Technological University of the Philippines, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2020. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
141 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
30 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Thesis (Undergraduate) |
| 502 ## - DISSERTATION NOTE |
|---|
| Dissertation note |
College of Engineering-- |
| Degree type |
Bachelor of Science in Electronics Engineering, |
| Name of granting institution |
Technological University of the Philippines, |
| Year degree granted |
2020. |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
Social media is without a doubt a place where most people express their thoughts and feelings. Among the various social media currently there is, Twitter is where people are more vocal than in personal. A result from a study conducted by Child Mind Institute suggests that the more time you spent using social media, more likely you are depressed.<br/>Also, in recent years, cases of deaths relating to mental illness have become alarming, taking account for affected adults of 19%, 36% for adolescents and 16% for young kid.<br/>Given these facts, this paper proposed a model of sentiment analysis for predicting signs of depression from a Tweet (post from Twitter) using Natural Language Processing (NLP) and Logistic Regression. The said model will be integrated to Twitter's API and will stream for Tweets using APT search. Also, the sentiment analysis employed is applicable to English, Filipino and Taglish (Combination of English and Filipino language) languages.<br/>The system is capable of appeasing the emotions of identified mentally crisis<br/>Twitter users by sending motivational and uplifting quotes for the first reply. The bot will also intervene the user by sending mental health helplines or links for the second reply.<br/>The data of classified users with mental health crisis will be emailed to the mental health<br/>experts<br/>Based on the series of tests, the efficiency in predicting alarming tweets concerning mental health has increased due to the added training data and hit words to<br/>the system. The probability that the system could detect and reply alarming tweets<br/>concerning mental health was 92% based on Psychologist validation. |
| Expansion of summary note |
Author's Abstract |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Natural language processing (Computer science) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Human-computer interaction |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Programming languages (Electronic computers) |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Aliman, George B. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Nivera, Tanya Faye S. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Olazo, Jensine Charmille A |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ramos, Daisy Jane P. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Sanchez, Chris Danielle B. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Bachelor's Thesis COE |
| Suppress in OPAC |
No |