2024年12月19日 In Data Science Semantic data mining that fundamentally changes information analysis 2 Kunihiro Tada, Mindware Research Institute In the previous article, we (1) created a rich text of food-report-style tasting experiences of 20 fictitious crisps, (2) obtained their embedding vectors, (2) extracted… Read More
2024年12月16日 In Data Science Semantic data mining that fundamentally changes information analysis 1 Kunihiro Tada, Mindware Research Institute We have already demonstrated in the Innovation Map project that embedded vectors can be generated from product description texts for IT and data science products,… Read More
2024年7月15日 In Data Science SOM as a platform for ensembles of multi-machine learning models In a typical data science course, self-organizing maps (SOMs) are likely introduced as a method for data visualization, dimensionality reduction, clustering, and exploratory data analysis. Because it can be used… Read More
2024年6月10日 In Innovation Maps Innovation Maps: IT Industry top 1000 Services and Products Competing Map This time, we're not talking about cutting-edge technology, but a competitive map of current services and products. Actually, we were planning to research the topic of "no-code tools," but the… Read More
2024年6月8日 In Data Science UMAP-SOM: A cutting-edge technique for enabling ultra-multidimensional data mining When performing data clustering (cluster analysis), the results change depending on which attributes (variables) are included in the analysis and how much weight is placed on each attribute, but traditional… Read More
2024年4月24日 In Innovation Maps Innovation Maps: 1300 Autonomous Vehicle Papers Remake version This map is a remake of the first map created in March. In March, we were distributing only .som files for free, but this time we will be distributing project… Read More
2024年4月20日 In Innovation Maps Innovation Maps: 1000 Virtual Reality Technical Papers Part2 From IEEE Journal, we got 1030 abstracts related to Virtual Reality (VR). Then created map using Viscovery SOMine. Prease refer previous article for free version which can be explore by… Read More
2024年4月19日 In Innovation Maps Innovation Maps: 1000 Virtual Reality Technical Papers These maps are created from the abstracts of IEEE Journal related to Virtual Reality. We got 1030 papers data 2023 and 2024. In this time, we provide the project files… Read More
2024年4月15日 In Innovation Maps Innovation Maps: 100 Sensor Ideas for Self-Driving Car Also this time, it is a map based on ideas generated by ChatGPT. We were trying to generate ideas for information devices and applications for within self-driving cars, but ChatGPT… Read More
2024年4月9日 In Innovation Maps Innovation Maps: 1000 Business Ideas leveraging LLM -Part4 Concept Research You can enjoy a lot of things with just one map. This time, I asked ChatGPT a slightly tricky question. It is known that SOM can be used for strategic… Read More