The use of location-based sensors has increased exponentially. Tracking moving objects become increasingly common, consolidating a new field research that focuses on trajectory data management. Such trajectories may be semantically enriched using and social media. This enables detailed analysis behavior patterns. One the problems in this is search for semantic database flexible adaptable; flexi...

Text similarity plays an important role in natural language processing tasks such as answering questions and summarizing text. At present, state-of-the-art text similarity algorithms rely on inefficient word pairings and/or knowledge derived from large corpora such as Wikipedia. This article evaluates previous word similarity measures on benchmark datasets and then uses a hybrid word similarity...

Image-text matching plays a critical role in bridging the vision and language, great progress has been made by exploiting global alignment between image sentence, or local alignments regions words. However, how to make most of these infer more accurate scores is still underexplored. In this paper, we propose novel Similarity Graph Reasoning Attention Filtration (SGRAF) network for image-text ma...