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The advantages and disadvantages of existing context modeling strategies are analyzed. According to the characteristics of household context activities, combined with the design principles of graph databases, a new context modeling method based on object and attribute graph is proposed, which is suitable for Internet of Things scenarios with limited resources. Rule control, mode control, and voice control approaches of smart home interaction are designed. An inference engine is used to map the data of context awareness to the Internet of Things control services that executed automatic control of the system, and a framework of smart control system based on context awareness of Internet of Things is proposed. Considering the behavior habits of users, the concept of user preference is introduced to provide more personalized services. Performance tests with simulated data show that the new context modeling method has a faster system response time than the ontology modeling control mode. <\/jats:p>","DOI":"10.1177\/15501329221082030","type":"journal-article","created":{"date-parts":[[2022,3,25]],"date-time":"2022-03-25T10:43:12Z","timestamp":1648204992000},"page":"155013292210820","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":14,"title":["Intelligent control system of smart home for context awareness"],"prefix":"10.1177","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1072-7652","authenticated-orcid":false,"given":"Minbo","family":"Li","sequence":"first","affiliation":[{"name":"Software School, Fudan University, Shanghai, China"},{"name":"Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Wu","sequence":"additional","affiliation":[{"name":"Software School, Fudan University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2022,3,25]]},"reference":[{"issue":"3","key":"bibr1-15501329221082030","first-page":"1","volume":"3","author":"Sun Q","year":"2010","journal-title":"J Beijing Univ Post Telecom"},{"key":"bibr2-15501329221082030","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-13557-1_2"},{"key":"bibr3-15501329221082030","doi-asserted-by":"publisher","DOI":"10.1109\/65.313011"},{"key":"bibr4-15501329221082030","first-page":"90","volume-title":"Proceedings of the fourth international conference on parallel and distributed computing, applications and technologies","author":"Sun JZ"},{"key":"bibr5-15501329221082030","unstructured":"Strang T, Linnhoff-Popien C. 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