MODIFICATION OF SOFTWARE REQUIREMENTS SPECIFICATION DOCUMENT FOR SOFTWARE WITH MACHINE LEARNING FEATURES FOR INFORMATICS ENGINEERINNG STUDY PROGRAM ITB
This final project focuses on modifying the software requirements specification (SRS) document for software with machine learning (ML) features. With the increasing integration of ML in software, there are specific needs that are not covered in the existing SRS document format, particularly the f...
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| Format: | Final Project |
| Language: | Indonesia |
| Online Access: | https://digilib.itb.ac.id/gdl/view/82442 |
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| Institution: | Institut Teknologi Bandung |
| Language: | Indonesia |
| Summary: | This final project focuses on modifying the software requirements specification
(SRS) document for software with machine learning (ML) features. With the
increasing integration of ML in software, there are specific needs that are not
covered in the existing SRS document format, particularly the format used in the
Informatics Engineering Study Program at ITB. The modification of the SRS
document begins with an analysis of the specific ML needs, including functional
and non-functional requirements such as explainability and fairness. The process of
modifying the SRS document includes exploring specific ML requirements from
various literature, analyzing information items in the SRS document, and modifying
the document according to the identified needs. Finally, a tool is developed as a
guide for writing the modified SRS document. The developed tool includes features
to facilitate the writing of the SRS document that has been modified to
accommodate the needs related to the development of ML features. The evaluation
and validation results show that the modified SRS document can capture and define
software requirements with ML features well. The tool testing results show that the
developed tool can be used effectively to assist in creating the SRS document. |
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