I. Introduction
Web-service is main component that plays a role in the development of service-oriented system. Using service composability principle, it can be reused in multiple purposes. IT services in the form of web-services (internet-based application programming interface) provided are not always developed by themselves, but also can be provided by others. At present in general, the services provided can be divided into two types 1.) SOAP-based service and 2.) RST-based service [1]. Programmable Web as the largest internet-based API directory (https://programmableweb.com) and community reported that APIs growth faster in 2019 than previous years. It stated that since January 2015, the number of average new APIs added is about 168 per month. This growth also shows the industry’s increasing need for APIs to fulfill its service-oriented systems. Based on data collected through a service repository called Programmable Web until March 2020, among more than 21,135 registered services, 82.9 percent of them are RST-based. Leveraging service directories to find suitable services to support business service automation is a challenge that has to solve.