Hybrid user action prediction system for automated home using association rules and ontology

Amneh Shaban; Fadi Almasalha; Mahmoud H. Qutqut

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Hybrid user action prediction system for automated home using association rules and ontology

机译：使用关联规则和本体的用于自动化家庭的混合用户动作预测系统

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摘要

Nowadays, with the rapid increase of Internet users, the Internet services dominate a primary part of our lifestyle. Moreover, the evolution of the internet of things has introduced new insights into smart platforms and devices that leads to the new visio

机译：如今，随着Internet用户的快速增长，Internet服务已成为我们生活方式的主要部分。此外，物联网的发展为智能平台和设备引入了新见解，从而带来了新的视觉体验。

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《Wireless Sensor Systems, IET》 |2019年第2期|85-93|共9页
作者
Amneh Shaban; Fadi Almasalha; Mahmoud H. Qutqut;
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Applied Science Private University Jordan;

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正文语种 eng
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Internet; home automation; ontologies (artificial intelligence); data mining;

机译：互联网;家庭自动化;本体论（人工智能）;数据挖掘;

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1. Prediction of users webpage access behaviour using association rule mining [J] . Geetharamani R., Revathy P., Jacob Shomona G. Sadhana: Academy Proceedings in Engineering Science . 2015,第8期

机译：使用关联规则挖掘预测用户网页访问行为
2. Prediction of users webpage access behaviour using association rule mining [J] . R Geetharamani, P Revathy, Shomona G Jacob Sadhana . 2015,第8期

机译：使用关联规则挖掘预测用户网页访问行为
3. MAROR: Multi-Level Abstraction of Association Rule Using Ontology and Rule Schema [J] . Salim Khiat, Hafida Belbachir, Sid Ahmed Rahal International Journal of Information Technology and Computer Science . 2014,第12期

机译：Maror：使用本体和规则模式的关联规则的多级抽象
4. Extraction of Association Rules from Tobacco Smoke Effect on the Placenta Microarray Dataset using Gene Ontology Based Optmized Association Rule Mining [C] . P. Dhanalakshmi, R. Porkodi International Conference on Current Trends towards Converging Technologies . 2018

机译：使用基于基因本体的优化关联规则挖掘从烟草烟雾对胎盘微阵列数据集的关联规则中提取关联规则
5. Interactional Slingshots: Providing Support Structure to User Interactions in Hybrid Intelligence Systems [D] . ?Gouravajhala, Sai 2020

机译：互动弹弓：为混合智能系统中的用户交互提供支持结构
6. Automated concept and relationship extraction for the semi-automated ontology management (SEAM) system [O] . Kristina Doing-Harris, Yarden Livnat, Stephane Meystre 2015

机译：半自动化本体管理（SEAM）系统的自动化概念和关系提取
7. MODERATED EPOSTERS1385Longitudinal strain assessment in dilated cardiomyopathy patients using a novel accelerated DENSE sequence1407Simultaneous T1 and T2 cardiac quantification with CABIRIA: initial clinical experience1423Head-to-head comparison of acceleration algorithms in 4-dimensional flow CMR1502Left ventricular function and size evaluated by hybrid cardiac positron emission tomography-magnetic resonance: Intraindividual comparison of left ventricular ejection fraction and ventricular volumes derived by two modalities1510Left Atrium assessed by Cardiovascular Magnetic Resonance at 1.5 and 3 Tesla – age and gender effects1514Comparison of Free Breathing Cardiac MRI Radial technique to the Standard Multi breath-hold cine SSFP CMR technique for the assessment of LV Volumes and Function1536Self-navigated free-breathing isotropic 3D whole heart phase sensitive inversion recovery magnetic resonance without navigator for detection of myocardial infarction1547Assessment of Right Ventricular Strain Using Myocardial Deformation Recovery Semi Automated Technique: Initial Experience and Normal Values1586Tissue tracking myocardial deformation analysis and prediction of left ventricular remodeling in acute myocardial infarction1589Investigating strategies for optimal 31P MRS clinical cardiac at 3T: Initial Results1620Quantitative Criteria for the Diagnosis of the Congenital Absence of Pericardium by Cardiac Magnetic Resonance1632Widespread tissue injury during acute myocardial infarction: evidence from advanced CMR relaxometry1322Computed tomography coronary angiography verSus sTRess cArdiac magneTic rEsonance for the manaGement of sYmptomatic revascularized patients: a cost effectiveness study (STRATEGY study)1339Comparison of low- versus high-dose of gadobutrol for late gadolinium enhancement imaging at 1.5 Tesla: a clinical feasibility study1347Multi-parametric Cardiac Magnetic Resonance for Prediction of Cardiac Complications in Thalassemia Intermedia: a Prospective Multicenter Study1461Prognostic value of Cardiovascular Magnetic Resonance derived indexes of myocardial fibrosis in heart transplant recipients1523The role of CMR in the acute phase of hospitalization: changing paradigms1542Preoperative CMR-based score predict ventricular response after surgical left ventricular reconstruction in ischemic heart failure patients1555Excellent response rate to cardiac resynchronization therapy guided with magnetic resonance imaging1626The ECG as a predictor of arrhythmogenic substrate on Cardiac Magnetic Resonance Imaging in patients undergoing ablation for premature ventricular contractions1649Comparison of T1-mapping at 3.0T CMR and angiographic APPROACH score for area at risk assessment in ST-segment elevation myocardial infarction1340Pathological correlates of left bundle branch disease in patients with non-ischemic cardiomyopathy: a cardiovascular magnetic resonance study1342Myocardial remodelling and fibrosis in nonischaemic dilated cardiomyopathy: insights from cardiovascular magnetic resonance1411The association between fibrosis and contractile dysfunction in hypertrophic cardiomyopathy assessed by cardiovascular magnetic resonance1622Persistent myocardial inflammation due to intramyocardial haemorrhage in reperfused STEMI as a precursor to adverse LV remodelling - insights from multi-parametric mapping1566Semiquantitative analysis of low and high b value DWI for detecting myocardial edema in acute myocarditis1567Value of Cardiac MRI In Detecting Coronary Artery Disease In Newly Diagnosed Systolic Dysfunction1570Usefulness of cardiac magnetic resonance in tuberous sclerosis complex1578Papillary muscles offer further insight into hypertrophied hearts: a cardiovascular magnetic resonance study1627Diagnostic and clinical implications of CMR timing (early versus late) in patients with troponin positive acute coronary syndromes and unobstructed coronary arteries: Table 1. [O] . Upasana Tayal, Alexandros Kallifatidis, P. Garg, 2016

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8. Design Guidelines and Criteria for User/Operator Transactions with Battlefield Automated Systems. Volume III-A. Human Factors Analyses of User/Operator Transactions with TACFIRE - The Tactical Fire Direction System [R] . Parrish, R. N., Gates, J. L., Munger, S. J. 1981

机译：战场自动化系统用户/操作员交易的设计指南和标准。第III-a卷。用TaCFIRE分析用户/操作员交易的人为因素 - 战术火力指导系统

Hybrid user action prediction system for automated home using association rules and ontology

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