ElasticSearch Out of the Box Use Cases

Elasticsearch is a distributed, RESTful search and analytics engine capable of addressing a growing number of use cases. As the heart of the Elastic Stack (ELK), it centrally stores your data so you can discover the expected and uncover the unexpected. In this post, we’re investigating some features and out of the box use cases for ElasticSearch in the field of NLP. Search Enhancement Features ElasticSearch provides us with a sort of cool stuff to enhance our end-user search experience. You Complete Me Effective search is not just about returning relevant results when a user types in a search phrase, … Continue reading ElasticSearch Out of the Box Use Cases

Initial Genre Classification Experiments

The ability to filter your news feed based on the genre is a critical component of any news aggregator, users would usually want to read sports or political news only not just the most recent or hottest news. In this post, we will explore in great details our initial genre classification system. Let’s start with the.. data In the following experiments, we used an in-house data set. The data set is composed of 190307 HTML document crawled from the following domains [Aljazira, Alarabia, Aljadeed, RT Arabic, BBC arabic]. For each of the documents we tried to extract the following features: … Continue reading Initial Genre Classification Experiments