{'fraction_non_alphanumeric': 0.011611030478955007, 'fraction_numerical': 0.0, 'mean_word_length': 5.509433962264151, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Collection Guiding: A new framework for handling large multimedia collections

We propose a novel approach for the management of large multimedia collections. Our aim is to emphasize content management rather than document retrieval. In our framework, the collection itself is considered as a coherent entity bearing its own specific properties. We show that by characterizing optimal structures on the collection, we are able to create adaptive symbolic presentations of the collection under various viewpoints. We base on these visualizations our new exploration strategy where the user is literally guided within the collection content organized with respect to its inherent properties.