Personal differences and preferences marks a very important part of our identity, and optimizing the user experiences based on them can be a great tool in improving users engagement. In our previous post to tackled the issue of personalized recommendations and how can ElasticSearch make the process extreemly simpler. However in order to build a robust personal recomendation system it is paramount to have an idea of each user. Who are they and what do they like. This is commonly refered to as a user profile. In this post we will present a road map to enabling user profiling with … Continue reading User Profiling Using AWS ElasticSearch – RomCom use case.
Almeta News, as a content aggregator app from ~ 50 sources – to the time we wrote this blog post – always aims to provide its users with the best quality pieces to read. Rather than an army of content watchers and editors, Almeta is looking forward to developing the best algorithms to review content automatically, looking for indicators of quality, assessing a content’s placement. This post is a part of our research efforts seeking the best content ranking methodology.In this post, we’re trying to determine the most effective indicators of content quality. Depending on human experts’ points of view, … Continue reading Automatically Extracting Valuable Content from News Streams.
Are you looking for an NLP Hero to implement your million dollars idea? Here at Almeta we value our employees and our customers alike and we always try to attract top talent. In this article we will give a template … Continue reading Almeta’s Interviews – A Guide into NLP Research Engineering Position
There have been some recent advancements in Dialectical Arabic processing across various NLP tasks, in this article the goal of this article won’t be to explore any particular task but to explore as many tasks as possible and give an … Continue reading Major Tasks in Dialectical Arabic Processing
Social media constitutes a major part of our day-today life we share our ideas, dreams and most importantly views using these mediums, these concerns can be extremely helpful for brands that wish to better understand their customers base and thus … Continue reading Twitter API Drill Down Analysis
The rise in social media coverage and usage have transformed various aspects of our life. In the marketing sector, Social media marketing makes an integral part of modern marketing campaigns. However, just like any marketing effort, it is critical to … Continue reading How To Measure Social Engagement
Social media presents today a massive source of information for marketers and decision-makers to both better understand users trends and influence these users decision. With the field of AI and NLP conquering various aspects of our day to day life, … Continue reading Smart Services For Social Media Marketing
Many sites on the internet allow their users to specify tags for their content. The most famous example of such sites is Tumblr where each post on this social network can hold a manually selected set of tags. These tags … Continue reading Auto-Tagging Content with NLP
One of the services we provide at Almeta is estimating the political bias of a piece of the news in other pieces we have discussed the technical details of this feature but in this piece, we will go through the … Continue reading How to Visualize a Political Bias Data Metric
This is the first article from our series on political bias detection we will hopefully introduce you to the various aspects of our political bias detection system, and you can learn about: How can we predict the political orientation behind … Continue reading What Constitutes a “Bad” News Article?
Let’s start with a question, given 2 articles A and B that talks about the exact same thing, what makes one of them more informative than another? Is it the ease of reading? the amount of details? or is it … Continue reading Supervised Article Informativeness Prediction – The What and the How
The Concept of an informative text is really abstract and it is hard to come up with a definitive formula to measure it, in this article we will explore some of the features that we believe can make an article … Continue reading What Makes an Article Informative – And How Computers Can Measure Informativity of a Text Content
The amount of news information a person can routinely access these days would have been unimaginable a hundred years ago. But we still have just 24 hours in a day, and only a single pair of eyes to read, and … Continue reading Desired Features of a ‘Dream’ News Aggregator Service
“Machine learning and natural language are the foundation to any AI system, just in the ability to communicate with us in a human way and to automate that learning process, what you build on top of that, whether it’s predictive, … Continue reading Top 3 Exciting Ideas in NLP in 2018