Exploring coversational agent for citizen's charter of cspc using pre-trained transformer model / (Record no. 30016)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02521nam a2200301 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | CSPC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250814112212.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250814s2024 ph a b 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CSPC |
| Language of cataloging | eng |
| Transcribing agency | CSPC |
| Description conventions | rda |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) | |
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) | UTH BSCS Sa998e 2024 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sayson, Nestor Jr., B. |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Exploring coversational agent for citizen's charter of cspc using pre-trained transformer model / |
| Statement of responsibility, etc. | Nestor B. Sayson Jr., Andrea Krystel T. Estadilla, and Jeland O. Albonial |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 132 leaves. |
| 336 ## - CONTENT TYPE | |
| Source | rdacontent |
| Content type term | text |
| 337 ## - MEDIA TYPE | |
| Source | rdamedia |
| Media type term | unmediated |
| 338 ## - CARRIER TYPE | |
| Source | rdacarrier |
| Carrier type term | volume |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Undergraduate Thesis (BSCS) - Computer Science |
| Name of granting institution | Camarines Sur Polytechnic Colleges, 2024 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographic references. |
| 520 3# - SUMMARY, ETC. | |
| Summary, etc. | This study explored the development of a conversational agent for the Citizen's Charter of Camarines Sur Polytechnic Colleges (CSPC), utilizing a pre-trained Transformer model. The agent aimed to simplify access to the charter's information, improving transparency and enhancing user interaction. The research focused on leveraging a pre-trained LLaMA-3 model to provide accurate, contextually relevant responses to queries related to CSPC's institutional processes, such as admissions, enrollment, and student services. The method-ology involved processing a dataset derived from the CSPC Citizen's Charter Handbook and official website. The evaluation of the agent's performance was carried out in three CSPC offices, with 33 respondents providing feedback on its usability. Results showed that the agent performed well in structured queries, with pass rates of 93.6% and 98.5% in the Institutional Planning and Development Unit and the Student Registration and Records office, respectively. However, the Office of Student Affairs and Services showed a lower pass rate of 86.9%, highlighting challenges with complex queries. The study concluded that the conversational agent provided a valuable tool for enhancing access to CSPC's in-stitutional information, with ongoing development needed to handle a wider range of user queries more effectively. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Estadilla, Andrea Krystel T. |
| Relator term | author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Albonial, Jeland O. |
| Relator term | author. |
| 720 ## - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Fortuno, Kaela Marie N. |
| Relator term | adviser. |
| 720 ## - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Benitez, Ian P. |
| Relator term | chair, panelist. |
| 720 ## - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Oñate, Joseph Jessie S. |
| Relator term | panelist. |
| 720 ## - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Pandes, Tiffany Lyn O. |
| Relator term | panelist. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Suppress in OPAC | No |
| Koha item type | Unpublished Materials |
| Classification part | Sa998e |
| Item part | BSCS |
| Call number prefix | UTH |
| Call number suffix | 2024 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Main Library | Main Library | Undergraduate Thesis Section | 08/14/2025 | UTH BSCS Sa998e 2024 | 006695UM | 08/14/2025 | 1-1 | 08/14/2025 | Unpublished Materials |