A Rule-based Approach for Elimination Paperwork and Increasing Efficiency in Home Nursing Services

2021 ◽  
Author(s):  
Asuka Mibu ◽  
Norihiko Shinomiya
Keyword(s):  
Home Nursing ◽  
Rule Based ◽  
Nursing Services ◽  
Rule Based Approach

A Brief Survey on Text Classification Using Various Machine Learning Techniques

2018 ◽  
Vol 8 (1) ◽  
pp. 14
Author(s):  
Padmavathi .S ◽  
M. Chidambaram
Keyword(s):  
Machine Learning ◽  
Text Classification ◽  
Fixed Number ◽  
Machine Learning Techniques ◽  
Online Information ◽  
Rule Based ◽  
Learning Techniques ◽  
Machine Learning Approach ◽  
Rule Based Approach

Text classification has grown into more significant in managing and organizing the text data due to tremendous growth of online information. It does classification of documents in to fixed number of predefined categories. Rule based approach and Machine learning approach are the two ways of text classification. In rule based approach, classification of documents is done based on manually defined rules. In Machine learning based approach, classification rules or classifier are defined automatically using example documents. It has higher recall and quick process. This paper shows an investigation on text classification utilizing different machine learning techniques.

MRI Brain Tumor Image Analysis Using Fuzzy Rule based Approach

2019 ◽  
Vol 50 (2) ◽  
pp. 98-112 ◽  
Author(s):  
KALYAN KUMAR JENA ◽  
SASMITA MISHRA ◽  
SAROJANANDA MISHRA ◽  
SOURAV KUMAR BHOI ◽  
SOUMYA RANJAN NAYAK
Keyword(s):  
Image Analysis ◽  
Brain Tumor ◽  
Fuzzy Rule ◽  
Rule Based ◽  
Mri Brain ◽  
Rule Based Approach

Rule-based Approach to Semantic Resolution of Chinese Addresses

2010 ◽  
Vol 12 (1) ◽  
pp. 9-16 ◽  
Author(s):  
Xueying ZHNAG ◽  
Guonian LV ◽  
Boqiu LI ◽  
Wenjun CHEN
Keyword(s):  
Rule Based ◽  
Semantic Resolution ◽  
Rule Based Approach

An Automatic Question Generation System using Rule-Based Approach in Bloom’s Taxonomy

2019 ◽  
Vol 13 ◽  
Author(s):  
G Deena ◽  
K Raja ◽  
K Kannan
Keyword(s):  
Language Processing ◽  
Learning Process ◽  
Question Generation ◽  
Test Question ◽  
Rule Based ◽  
Part Of Speech ◽  
Core Idea ◽  
Rule Based Approach ◽  
Teaching Learning ◽  
Automatic Question Generation

: In this competing world, education has become part of everyday life. The process of imparting the knowledge to the learner through education is the core idea in the Teaching-Learning Process (TLP). An assessment is one way to identify the learner’s weak spot of the area under discussion. An assessment question has higher preferences in judging the learner's skill. In manual preparation, the questions are not assured in excellence and fairness to assess the learner’s cognitive skill. Question generation is the most important part of the teaching-learning process. It is clearly understood that generating the test question is the toughest part. Methods: Proposed an Automatic Question Generation (AQG) system which automatically generates the assessment questions dynamically from the input file. Objective: The Proposed system is to generate the test questions that are mapped with blooms taxonomy to determine the learner’s cognitive level. The cloze type questions are generated using the tag part-of-speech and random function. Rule-based approaches and Natural Language Processing (NLP) techniques are implemented to generate the procedural question of the lowest blooms cognitive levels. Analysis: The outputs are dynamic in nature to create a different set of questions at each execution. Here, input paragraph is selected from computer science domain and their output efficiency are measured using the precision and recall.

scholarly journals Comparison of the caregivers’ and community health professionals’ views on home health care services for disabled older adults: a cross-sectional study in Beijing, China

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Xiaojingyuan Xu ◽  
Chunyan Zhao ◽  
Meirong Wang ◽  
Xiaolei Chen ◽  
Shuang Shao ◽  
...  
Keyword(s):  
Older Adults ◽  
Community Health ◽  
Home Health Care ◽  
Health Professionals ◽  
Home Nursing ◽  
Cross Sectional ◽  
Guidance Services ◽  
Nursing Services ◽  
Beijing China ◽  
Health Guidance

Abstract Background In an era of an increasingly ageing society, part of healthcare for older adults can be provided in patients’ homes, and the need for home health care services (HHCSs) is increasing. This study sought to determine whether a gap exists between the views of community health professionals and the caregivers of disabled older adults towards HHCSs in Beijing, China. Methods A cross-sectional study with two comparative questionnaire surveys was conducted in Beijing, China. One survey was administered to the caregivers of disabled older adults, and the other was administered to health professionals in community health service institutions (CHSIs). T-tests and Wilcoxon signed-rank tests were used to explore potential differences between the views of caregivers and community health professionals towards HHCSs. Results We received 370 valid questionnaires from caregivers and 224 questionnaires from health professionals. Of the 370 caregivers, 314 (84.9%) were willing to apply for HHCSs for the older adults, but only 20.5% (N = 76) received HHCSs. Over 80% of the caregivers accepted out-of-pocket costs less than 100 yuan per visit. Caregivers’ demands on home nursing services were significantly higher than those of health guidance services (Z = − 7.725, P < 0.001). Most of the 224 health professionals chose “health professionals’ personal safety cannot be guaranteed” as a problem limiting the provision of HHCSs (N = 151, 40.8%). The health professionals’ attitudes towards home nursing services were significantly less positive than those towards health guidance services (Z = − 10.081, P < 0.001). For home nursing services, health professionals’ attitude scores were lower than the caregivers’ demand scores (Z = − 4.960, P < 0.001), while for health guidance services, health professionals’ attitude scores were higher than the caregivers’ demand scores (Z = − 8.373, P < 0.001). Conclusions Gaps exist between the views of caregivers and health professionals on HHCSs. Compared to health professionals with a higher willingness to provide health guidance services, caregivers need home nursing services. Feasible policies should be implemented to safeguard the rights and interests of health professionals, and qualified health professionals should be trained for HHCSs.

Rule‐Based Approach for Botnet Behavior Analysis

2021 ◽  
pp. 161-179
Author(s):  
Supriya Raheja ◽  
Geetika Munjal ◽  
Jyoti Jangra ◽  
Rakesh Garg
Keyword(s):  
Behavior Analysis ◽  
Rule Based ◽  
Rule Based Approach

scholarly journals Rule-Based Approach for Party-Based Sentiment Analysis in Legal Opinion Texts

2020 ◽  
Author(s):  
Isanka Rajapaksha ◽  
Chanika Ruchini Mudalige ◽  
Dilini Karunarathna ◽  
Nisansa de Silva ◽  
Gathika Rathnayaka ◽  
...  
Keyword(s):  
Sentiment Analysis ◽  
Rule Based ◽  
Rule Based Approach ◽  
Legal Opinion
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