Title :
Active Situation Awareness on Web APIs for Information on Social Network Services
Author :
Paik, Incheon ; Komiya, Ryohei
Author_Institution :
Sch. of Comput. Sci. & Eng., Univ. of Aizu, Aizu-Wakamatsu, Japan
Abstract :
Situation awareness can be achieved by the framework with three layers (Fig. 1): perception from world, comprehension of the perceived information, and projection based on the comprehended facts. The current awareness system cannot afford to support dynamic and active awareness of situations, and we provide a novel architecture for active situation awareness to integrate the existing system layers seamlessly. Perception by mining data on social network services (SNS) data using TF-IDF, comprehension of the information by inference of ontology and rule, projection of new suggest by rule inference on RESTful services are explained. Our new framework shows more enhanced situation awareness system and new vision of awareness computing.
Keywords :
Web services; application program interfaces; data mining; inference mechanisms; ontologies (artificial intelligence); social networking (online); RESTful services; SNS; TF-IDF; Web API; active situation awareness; awareness computing; data mining; dynamic situation awareness; ontology; rule inference; social network services; Computer architecture; Data mining; Educational institutions; Engines; Facebook; Ontologies; Active Situation Awareness; Ontology; Rule; Social Network Services; Web services;
Conference_Titel :
Services Economics (SE), 2012 IEEE First International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4673-3048-0