| 000 -LEADER |
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| fixed length control field |
02373nam a22002417a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
ft8761 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20251105144100.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
251105b ||||| |||| 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 |
T58.4 A48 2025 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
. |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Alvarez, Ansherina T.; Enguio, Joshua Jamir R. |
| 245 ## - TITLE STATEMENT |
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| Title |
Techaid: Ai-driven application for prognostic maintenance for smartphone hardware using linear regression |
| 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: Smartphones have become essential tools for both personal and professional use, playing a critical role in maintaining efficient workflows across communication, productivity, and entertainment. However, as these devices grow more complex, hardware malfunctions can significantly disrupt their functionality. A statistic shows that the revenue of the industry “Repair of Computers and Communication Equipment” in the Philippines from 2012 to 2017 is projected to reach approximately 64.6 million USD by 2024 (Statista Research Department, 2023). Despite the growing demand for smartphone repair services, the lack of intelligent diagnostic tools often leaves users unaware of potential hardware defects until significant damage has occurred, leading to costly repairs, replacements, or loss of productivity. The purpose of this study is to predict smartphone hardware and provide preventive measures. The researchers from Pamantasan ng Lungsod ng Maynila (PLM) conducted the study using a convenience sample of 114 respondents. The study applied the ISO/IEC 25010 standard to evaluate the application’s functional suitability, usability, maintainability, and performance efficiency. The results demonstrated overall satisfaction across all evaluated categories: functional suitability scored a mean of 4.41, usability 4.34, and both maintainability and performance efficiency 4.37. The findings highlight the app’s effectiveness in delivering accurate diagnostics and preventive recommendations, offering significant value by reducing the impact of hardware failures on users. |
| 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 |