Publication:
Smart Intelligent Troubleshooter to Solve Windows Operating System Specific Issues

dc.contributor.authorRajapakshe, D.I.K.
dc.contributor.authorShamil, M.P.P.
dc.contributor.authorPaththinisekara, P.M.C.P.
dc.contributor.authorLiyanage, S.K.
dc.contributor.authorSamaratunge Arachchillage, U.S.S.
dc.contributor.authorKuruppu, A.
dc.date.accessioned2022-03-04T05:49:58Z
dc.date.available2022-03-04T05:49:58Z
dc.date.issued2020-12-10
dc.description.abstractWhile working on computers, people frequently confront with various kinds of problems, those beyond their extensive expertise. Microsoft Windows is the widely used Operating System running on numerous personal computers and the reason which gives more irritating problems that require to be addressed. Currently, troubleshooting is considered as a costly and time-consuming approach. The SAITA is an Artificial Intelligent Troubleshooting Agent that utilizes natural language generation, machine learning, and dependency resolving and ontology-based methodologies for solving most common Windows-specific issues within a short period of time than the traditional approach. The assistant learns from the accessible data and accomplishes the task for users as performed by human experts. The main objective of this exploration venture is to distinguish the constraints of existing troubleshooting software and create an AI troubleshooting assistant to provide solutions to fix the identified user issues. The use of this assistant would be economical as an IT help desk alternative in the industry. SAITA is developed to serve as a representative troubleshooter for fundamental user issues, service issues, application issues, and perform environment setup by analyzing software. This system will be able to solve the common Windows user’s issues as same as a human with less time.en_US
dc.identifier.doi10.1109/ICAC51239.2020.9357148en_US
dc.identifier.isbn978-1-7281-8412-8
dc.identifier.urihttps://rda.sliit.lk/handle/123456789/1496
dc.language.isoenen_US
dc.publisher2020 2nd International Conference on Advancements in Computing (ICAC), SLIITen_US
dc.relation.ispartofseriesVol.1;
dc.subjectWindows troubleshootingen_US
dc.subjectNatural Language Generationen_US
dc.subjectDecision Treeen_US
dc.subjectDependency resolutionen_US
dc.subjectOntologyen_US
dc.titleSmart Intelligent Troubleshooter to Solve Windows Operating System Specific Issuesen_US
dc.typeArticleen_US
dspace.entity.typePublication

Files

Original bundle

Now showing 1 - 1 of 1
No Thumbnail Available
Name:
Smart_Intelligent_Troubleshooter_to_Solve_Windows_Operating_System_Specific_Issues.pdf
Size:
607.6 KB
Format:
Adobe Portable Document Format
Description:

License bundle

Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description: