How will AI and machine learning enhance anticipatory intelligence?
A sneak peek at #HLTCon 2017 “I see...practical anticipatory intelligence for your agency in your future…” Artificial intelligence, machine learning, and their ilk are ready for national security applications (of which anticipatory ...
Intelligent Directory Search for Contact Centers: Gain a competitive edge
Contact center agents rely on the account information in their databases to answer customer questions and efficiently solve problems. They need a complete record of customer information, previous interactions with ...
Word Embeddings for Fuzzy Matching of Organization Names
Rosette’s name matching is enhanced by word embeddings to match based on semantics as well as phonetics Tracking mentions of particular organizations across news articles, social media, and internal communications is integral to the workflow of dozens of use-cases across industries. However it can be especially challenging to match names of companies and organizations because […]
Relax, your sensitive data is secure
A new Rosette API script enables you to hide personally identifying information in your documents and data Often organizations need to share documents and information that may include personally identifiable information, whether out of good conscience or by legal mandate. Going through documents manually to identify and remove all potentially compromisable data is time consuming, […]
Add sentiment analysis, translated names, entities and more to Elasticsearch
New text analytics plugin painlessly delivers rich, faceted search An API key and a line of code is all it takes to speed your research, enhance voice of the customer systems, automate content recommendations and more. Rosette API for Elasticsearch We launched Rosette API last year to put text analytics in more hands. Through the […]
Rosette API Adds Support for “Arabizi” Script
Tackling the challenge of Arabic chat written in Latin script The Arabic chat language, known as “Arabizi” or “Arabish”, is a casual version of written Arabic that appeared when Arabic speakers began using Western keyboards on mobile phones and computers to spell out their native language with the Roman alphabet. With the growth of digital […]
How Emoji Reflects Our Evolving Society
Or, what does it mean to lemmatize and normalize emoji for text analytics? Emoticons 🙂 and emoji 😀😆 add a bit of the nonverbal communication that humans inherently crave in our electronic communications. The addition of a winking face 😉 softens a potentially harsh statement or expresses shared camaraderie far more succinctly and immediately than […]
Rosette API 1.7 Release
Great news! Yesterday we released Rosette API v. 1.7. We added support for Arabic sentiment analysis (beta), confidence scores for all extracted entities, pronominal resolution in targeted relationship extraction, and a new /transliteration endpoint for transforming romanized Arabic chat text (“Arabizi”) to standard Arabic script. We also introduced specialized linguistic analysis for emojis, emoticons, hashtags, […]
A text analytics recipe for entity extraction enhancement The Rosette API team is always hard at work devising ways for our users to get more value from their unstructured text data. Last month we published a recipe on our community Github that combined multiple Rosette endpoints to produce document summaries. This month, we’re thrilled to […]
Fundamentals of Understanding, Translating and Matching CJK Names
When we talk about cross-lingual name matching between English and Japanese, it’s pretty straightforward, and pretty obvious which name is in English and which in Japanese. This applies to any set of names written in different scripts: Arabic to Cyrillic, Devanagari to Latin, etc. However, differentiating between names written in the same script, such as […]
Vive la République et Vive la France!
Analyzing English and French tweets during the election weekend using Rapidminer and Rosette After the surprising results of the U.S. presidential election and the UK “Brexit” vote, many expected another populist upset in France’s recent election. As we now know, Emmanuel Macron of En Marche! defeated populist candidate Marine Le Pen of the National Front. […]