BERT-based tourism named entity recognition: making use of social media for travel recommendations.

ABSTRACT:

Background

Social media has become a massive encyclopedia of almost anything due to its content richness. People tell stories, write comments and feedback, and share knowledge through social media. The information available on social media enables 'clueless' travelers to get quick travel recommendations in the tourism sector. Through a simple query, such as typing 'places to visit in Bali', travelers can get many blog articles to help them decide which places of interest to visit. However, doing this reading task without a helper can be overwhelming.

Methods

To overcome this problem, we developed Bidirectional Encoder Representations from Transformers (BERT)-based tourism named entity recognition system, which is used to highlight tourist destination places in the query resu

SUBMITTER: Fudholi DH 

PROVIDER: S-EPMC10773720 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature