{'fraction_non_alphanumeric': 0.03115727002967359, 'fraction_numerical': 0.0, 'mean_word_length': 5.367924528301887, '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}}
Activity-Context Aware Computing for Supporting Knowledge-Works

The problem of designing and building effective assistive systems for human agents performing “professional knowledge-intensive activities”, or “knowledge-works” is of great interest and has wide implications. In this paper we propose a new approach for solving the problem. The approach is based on activity-context aware computation paradigm that can lead to flexible yet robust systems for holistic support in performing complex knowledge-works. To this end, we also outline here the notion of “activity-context” and the idea of “activitymodels” as core artifacts used by such systems embodying the notion.