Stream Data Processing

AI Dialogue Engine

I will describe the technical classification of the AI dialogue engine at the center of chatbot technology, the use of natural language processing, the use of deep learning technology, and the combination of knowledge graphs, which has attracted attention in recent years, as well as an overview of the technology, benchmarks, and implementation using Clojure.

2022.02.18

ClojurejavascriptStream Data Processingweb技術:web technologyアルゴリズム:Algorithmsエキスパートシステム:expertsystemセマンテックウェブ技術:Semantic web Technologyチャットボットユーザーインターフェース/データビジュアライゼーション推論技術:inference Technology自然言語処理:Natural Language Processing

Chatbots and Question&Answer Technology

Overview of chubbot technology used in digital transformation , artificial intelligence, etc., from a business perspective, as well as question-and-answer systems that combine natural language processing, deep learning, and knowledge network technologies

2022.02.17

ClojurejavascriptpythonStream Data ProcessingSymbolic Logicweb技術:web technologyエキスパートシステム:expertsystemセマンテックウェブ技術:Semantic web Technologyチャットボットユーザーインターフェース/データビジュアライゼーション推論技術:inference Technology自然言語処理:Natural Language Processing

Protected: Model-based reinforcement learning(Sparse sampling, UCT, Monte Carlo search tree)

Model-based reinforcement learning (sparse sampling, UCT, Monte Carlo search trees) used for digital transformation artificial intelligence , and machine learning tasks.

2022.01.24

IOT技術:IOT TechnologyStream Data Processingオンライン学習強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Model-free reinforcement learning (2) – Method iteration (Q-learning, SARSA, Actor-click method)

Value iteration methods Q-learning, SARSA, Actor-critic methods to model-free reinforcement learning for digital transformation , artificial intelligence and machine learning tasks.

2022.01.21

IOT技術:IOT TechnologyStream Data Processingオンライン学習強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Time series data analysis

Overview of Time Series Data Learning Time-series data is called data whose values change over time, suc...

2022.01.18

IOT技術:IOT TechnologyStream Data Processing時系列データ解析最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Sensor Data & IOT Technologies

Overview of sensor information handling, which is a central element of IOT technologies used for digital transformation and artificial intelligence tasks.

2021.10.02

IOT技術:IOT TechnologyStream Data Processingエキスパートシステム:expertsystem推論技術:inference Technology機械学習:Machine Learning

Protected: Analysis of Time Series Data (4) ARCH Model and GARCH Model

Basic analysis of time series data used in digital transformation (DX), machine learning (ML), artificial intelligence (AI), and IOT, and ARCH and GARCH models

2021.08.03

IOT技術:IOT TechnologyStream Data Processing推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics

Apache Streaming technologies

Machine learning and system architecture for data streams (time series data) used for digital transformation (DX), artificial intelligence (AI), machine learning (ML), and cross-fusion use of IOT, and Apache streaming technology.

2021.07.29

IOT技術:IOT TechnologyStream Data Processing推論技術:inference Technology検索技術:Search Technology機械学習:Machine Learning

Stream Reasoning Architecture (Overview)

Machine learning and system architecture for data streams (time series data) used for digital transformation (DX), artificial intelligence (AI), machine learning (ML), and cross-fusion use of IOT, Stream Resoning system, and ontology

2021.07.28

IOT技術:IOT TechnologyStream Data Processingセマンテックウェブ技術:Semantic web Technology

Data stream processing architecture (Complex Event Processing: CEP)

Machine learning and system architecture for data streams (time series data) used for cross-fusion of digital transformation (DX), artificial intelligence (AI), machine learning (ML), and IOT, and complex event processing (CEPComplex Event Procesing) About

2021.07.27

IOT技術:IOT TechnologyStream Data Processing非同期/並行処理:Asynchronous/parallel processing