Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Understanding the effect of pervasive services on user context is critical to many context-aware applications. Detailed descriptions of context-altering services are necessary, and manually adapting them to the local environment is a tedious and error-prone process.  present a method for automatically providing service descriptions by observing and learning from the behavior of a service with respect to its environment. By applying machine learning techniques on the observed behavior, our algorithms produce high quality localized service descriptions. In a series of experiments  show that our approach, which can be easily plugged into existing architectures, facilitates context-awareness without the need for manually added service descriptions.
['Katharina Rasch', 'Fei Li', 'Sanjin Sehic', 'Rassul Ayani', 'Schahram Dustdar']
I am writing a research paper on a idea Automatic description of context-altering services through observational learning
[{"from": "human", "value": "I am writing a research paper on a idea Automatic description of context-altering services through observational learning"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Understanding the effect of pervasive services on user context is critical to many context-aware applications. Detailed descriptions of context-altering services are necessary, and manually adapting them to the local environment is a tedious and error-prone process.  present a method for automatically providing service descriptions by observing and learning from the behavior of a service with respect to its environment. By applying machine learning techniques on the observed behavior, our algorithms produce high quality localized service descriptions. In a series of experiments  show that our approach, which can be easily plugged into existing architectures, facilitates context-awareness without the need for manually added service descriptions."}]