Data Design Engineering

The majority of current and existing NLP engines in the market are English-based and work by giving importance to the most frequently used keywords that easily results in the high probability of errors and inaccuracies. At DDE, we start from the data itself and have developed our own local language based NLP technologies that understand the unique characteristics and features of the specific languages to deliver accurate and reliable results.

Our NLP approach is to tailor to each language instead of tailoring the language to fit existing models. We develop local language NLP technologies from the ground up from purely local language data. The data include vast ranges of text from news articles to children’s writing and beyond in order to extract language specific writing patterns and expression patterns from the data itself. From this, we derive purely local language data driven algorithms that we then build semantic analysis, sentiment analysis, and emotion analysis models on. Through this process, our local language NLP technologies come pretrained on each languages’ unique characteristics and patterns and are able to process vast amounts of data within milliseconds.

We have developed original NLP & Sentiment Analysis Engines based on the local languages themselves in Korean, Chinese, Japanese, and English. Our language-specific models are chosen over competitors by our clients globally as the models are developed according to the characteristics of each specific language. Our engines’ proven superiority is demonstrated in their diverse applications and variety of clients in various industries including news agencies, broadcasting, surveys, governments, research, academia, real-time social analysis, real-time election analysis, bookstores, legal, and many more. Our NLP technologies are highly adaptable and customizable for any purpose the client needs and wants, and thus has resulted in our highly successful track record and increased global business.

The majority of current and existing NLP engines in the market are English-based and work by giving importance to the most frequently used keywords that easily results in the high probability of errors and inaccuracies. At DDE, we start from the data itself and have developed our own local language based NLP technologies that understand the unique characteristics and features of the specific languages to deliver accurate and reliable results.

Our NLP approach is to tailor to each language instead of tailoring the language to fit existing models. We develop local language NLP technologies from the ground up from purely local language data. The data include vast ranges of text from news articles to children’s writing and beyond in order to extract language specific writing patterns and expression patterns from the data itself. From this, we derive purely local language data driven algorithms that we then build semantic analysis, sentiment analysis, and emotion analysis models on. Through this process, our local language NLP technologies come pretrained on each languages’ unique characteristics and patterns and are able to process vast amounts of data within milliseconds.

Real-time Covid19 Data Analysis Platform

To provide reliable and accurate information on the pandemic, we developed a 24-hour real-time research platform that extracts and displays global Covid19 related data (i.e., news, academic papers, developments, etc.) in real-time featuring functions such as auto categorization, summarization, keyword and keyphrase, key sentence extraction, highlights, etc.

Legal Assistance and Case Outcome Prediction Platform

Similar to a learning based chatbot, DDE’s legal assistance and outcome prediction platform collects mass data on legal cases and outcomes to provide a legal search database with analysis, assessment and outcome prediction.

Auto Word Correction Engine

DDE’s auto word correction engine generates language models, based on target-domain corpus, and automatically corrects words as well as non-consistent word/writing patterns.

Real-time Social Response Analysis Platform

Based on our own local language-based NLP engines, DDE’s customizable real-time social response analysis platform analyzes big data from outlets, such as news, blogs, communities, and social media, to show density of current issues, social attention attraction levels, sentiment analysis, degree of negativity and positivity, summarization, keyword and keyphrase, key context extraction, trace back to original sources, etc.
This platform is customizable for various research needs. For instance, the platform was used to monitor social response and to predict the outcome for the 2022 Korean presidential election.

Real-time Market Research Platform

DDE’s AI-based market research platform allows the users to receive market research reports 24/7 in real-time. Unlike traditional research platforms from which users are required to purchase each report, our market research platforms are automated and can produce an unlimited amount of research data for the users’ fields of interest by collecting mass data from online sources and analysing the data in real-time.