Abstract: The present invention is a text mining system comprising a synonym cluster acquiring section configured to acquire synonym clusters from texts in text data to be analyzed, the synonym clusters each being a collection of synonymous texts, an implication relationship acquiring section configured to acquire implication relationships among the synonym clusters, and an implication graph generating section configured to generate an implication graph including vertices of synonym clusters and directed edges each indicating a direction from an implied synonym cluster to an implying synonym cluster from the implication relationships among the synonym clusters.

Abstract: A method is provided that includes accessing a training set of positive and negative event pairs. The method includes calculating (i) positive similarity scores between an input pair of events and the positive event pairs, and (ii) negative similarity scores between the input pair of events and the negative event pairs. The method includes applying a Softmax process to (i) the positive similarity scores to produce an overall positive similarity score for the input pair of events, and (ii) the negative similarity scores to produce an overall negative similarity score for the input pair of events. The method includes calculating the difference between the overall positive and negative similarity scores to obtain a future event prediction score indicating a future occurrence likelihood of at least one of two events forming the input pair of events. The method includes performing an action responsive to the future event prediction score.

Abstract: The present invention is a text mining system comprising a synonym cluster acquiring section configured to acquire synonym clusters from texts in text data to be analyzed, the synonym clusters each being a collection of synonymous texts, an implication relationship acquiring section configured to acquire implication relationships among the synonym clusters, and an implication graph generating section configured to generate an implication graph including vertices of synonym clusters and directed edges each indicating a direction from an implied synonym cluster to an implying synonym cluster from the implication relationships among the synonym clusters.

Abstract: Structures composed of synthetic resin materials having surfaces textured to imitate wood are presented formed by processing allowing folding to create seamless profiles. Examples include corner boards and load-bearing designs including railing assemblies.

Abstract: Synthetic laminate structures and mounting assemblies for use therewith. Multi-sectional clip structures are provided for use individually or jointly in securing synthetic trim mountings.