Technologies for Intelligent Workflows: Experiences and Lessons
نویسندگان
چکیده
This paper presents research at BT Labs in intelligent workflow management technologies. We summarise the results of past research, and then describe recent work where we applied range of AI technologies to workflow management systems. In particular, we discuss how we are currently using • Machine learning (specifically support vector machines and time series analysis) • Qualitative multi-criteria decision-making • Ontology management and resolution Finally, we conclude with three challenges for future research into intelligent workflow management systems.
منابع مشابه
Smart Classroom - An Intelligent Environment for Tele-education
The Smart Classroom project explores the challenges and potentials of the Intelligent Environment as a new human-computer interaction paradigm. By constructing an intelligent classroom for tele-education, we try to provide teachers the same experiences as in an ordinary classroom when giving teleeducation lessons. The Smart Classroom could actively observe, listen and serve the teachers, and te...
متن کاملDynamic configuration and collaborative scheduling in supply chains based on scalable multi-agent architecture
Due to diversified and frequently changing demands from customers, technological advances and global competition, manufacturers rely on collaboration with their business partners to share costs, risks and expertise. How to take advantage of advancement of technologies to effectively support operations and create competitive advantage is critical for manufacturers to survive. To respond to these...
متن کاملEvaluation of the performance of intelligent vehicles and their role in controlling and reducing urban traffic in North Khorasan Province
Nowadays, one of the problems of human life is popula- tion congestion and the lack of ability to meet their needs. One of the important infrastructures affected by this issue is the transportation infrastructure. Moreover, increasing transportation facilities through conventional methods, due to the need for macro investment and much time, cannot be nowadays considered as a proper and practi- ...
متن کاملEvaluation of the performance of intelligent vehicles and their role in controlling and reducing urban traffic in North Khorasan Province
Nowadays, one of the problems of human life is popula- tion congestion and the lack of ability to meet their needs. One of the important infrastructures affected by this issue is the transportation infrastructure. Moreover, increasing transportation facilities through conventional methods, due to the need for macro investment and much time, cannot be nowadays considered as a proper and practi- ...
متن کاملSystematic ETL management - Experiences with high-level operators
Large organizations load much of their data into data warehouses for subsequent querying, analysis, and data mining. Extract-Transform-Load (ETL) workflows populate those data warehouses with data from various data sources by specifying and executing a set of transformations forming a directed acyclic transformation graph (DAG). Over time, hundreds of individual ETL workflows evolve as new sour...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2003