ABSTRACT
Name : Amanda Carrisa Ashardian
Study Program : Computer Science
Title : Construction and Consumption of Frequently Asked Questions
Knowledge Graphs in the E-Commerce Domain
Counsellor : Fariz Darari Ph.D.
Frequently Asked Questions (FAQs) are documents (such as on a website) that give
answers to a list of common questions that users may ask about a certain topic.
Tokopedia is one of the largest e-commerce websites in Indonesia. This research
presents the construction of a Knowledge Graph (KG) with data from Tokopedia's
Frequently Asked Questions (FAQs) page. This research demonstrates use cases that
utilize the FAQ KG. The research approach involves a top-down method in KG
construction, which includes web scraping, part-of-speech (POS) tagging to obtain
nouns, adjectives, and verbs from the FAQ, verb ontology generation, and Resource
Description Framework (RDF)-based KG generation. The findings reveal new
capabilities such as queries to search FAQs based on a verb and its synonyms, as well as
insights gained by exploratory data analysis (EDA) and using SPARQL queries. These
findings can improve FAQ services for e-commerce through KG generation.
Keywords:
Knowledge Graph, FAQ, E-Commerce, Verb Relations
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