Automated Helpdesk using Supervised Learning

Automated helpdesk based on AI, that can understand the purpose of a query and answers by using supervised learning-based classification model generated out of customer documentation and troubleshooting guide, in aid to the customer service department. A classification model by crawling through the documentation, using test classification methodology, a technique that tags each page and classifies under a supervised learning model. Helpdesk identifies the intention of service request and sort them based on steps using general classification model

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-09-01
DOI
https://doi.org/10.5281/zenodo.13624686
Primary Topic
Information Retrieval and Data Mining
Type
article
Field-Weighted Citation Impact
0.00
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article

Automated Helpdesk using Supervised Learning

Zenodo (CERN European Organization for Nuclear Research)
Information Retrieval and Data Mining
article

Automated Helpdesk using Supervised Learning

article en

Abstract

Automated helpdesk based on AI, that can understand the purpose of a query and answers by using supervised learning-based classification model generated out of customer documentation and troubleshooting guide, in aid to the customer service department. A classification model by crawling through the documentation, using test classification methodology, a technique that tags each page and classifies under a supervised learning model. Helpdesk identifies the intention of service request and sort them based on steps using general classification model

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 46%
Information Retrieval and Data Mining
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Automated Helpdesk using Supervised Learning · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS