Data Design Engineering

DDE’s NLP approach focuses on adapting to the characteristics and context of each language rather than adjusting the language to fit existing models. Our data includes a wide range of text, from news articles to children's writing, allowing us to extract language-specific writing and expression patterns directly from the data.

We use this linguistically informed data to perform various analyses, such as sentiment analysis, semantic analysis, and anomaly detection. Using the latest Large Language Models (LLMs) and Transformer-based architectures, we handle complex text data and aim to produce more refined and meaningful results.

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.

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.

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.

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.

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.

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.

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.

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 Covid 19 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.