International Journal of Information Engineering and Electronic Business最新文献_第10页

Sensing as a Service: Vision, Practices and Architecture 感知即服务:愿景、实践和架构

International Journal of Information Engineering and Electronic Business Pub Date : 2019-11-08 DOI: 10.5815/ijieeb.2019.06.06

Maha Arooj, M. Asif

引用次数: 1

Efficient Predictive Model for Determining Critical Factors Affecting Commodity Price: The Case of Coffee in Ethiopian Commodity Exchange (ECX) 确定影响商品价格关键因素的有效预测模型——以埃塞俄比亚商品交易所(ECX)咖啡为例

International Journal of Information Engineering and Electronic Business Pub Date : 2019-11-08 DOI: 10.5815/ijieeb.2019.06.05

Worku Abebe Degife, Dr.ing. Abiot Sinamo

{"title":"Efficient Predictive Model for Determining Critical Factors Affecting Commodity Price: The Case of Coffee in Ethiopian Commodity Exchange (ECX)","authors":"Worku Abebe Degife, Dr.ing. Abiot Sinamo","doi":"10.5815/ijieeb.2019.06.05","DOIUrl":"https://doi.org/10.5815/ijieeb.2019.06.05","url":null,"abstract":"In this paper, we have focused on the data mining technique on market data to establish meaningful relationships or patterns to determine the determinate critical factors of commodity price. The data is taken from Ethiopia commodity exchange and 18141 data sets were used. The dataset contains all main information. The hybrid methodology is followed to explore the application of data mining on the market dataset. Data cleaning and data transformation were used for preprocessing the data. WEKA 3.8.1 data mining tool, classification algorithms are applied as a means to address the research problem. The classification task was made using J48 decision tree classification algorithms, and different experimentations were conducted. The experiments have been done using pruning and unpruning for all attributes. The developed models were evaluated using the standard metrics of accuracy, ROC area. The most effective model to determine the determinate critical factors for the commodity has an accuracy of 88.35% and this result is a good experiment result. The output of this study is helpful to support decisionmaking activities in the area of the Ethiopia Commodity Exchange. The study support commodity suppliers to take care of the determinant factors work towards maintaining quality. Ethiopia Commodity Exchange (ECX), as the main facilitator of commodity exchanges, can also use the model for setting price ranges and regulations.","PeriodicalId":427770,"journal":{"name":"International Journal of Information Engineering and Electronic Business","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122010935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

Evaluation of Different Machine Learning Methods for Caesarean Data Classification 剖宫产数据分类中不同机器学习方法的评价

International Journal of Information Engineering and Electronic Business Pub Date : 2019-09-08 DOI: 10.5815/ijieeb.2019.05.03

O.S.S. Alsharif, K. M. Elbayoudi, A.A.S. Aldrawi, K. Akyol

引用次数: 1

An Optimized Model for Breast Cancer Prediction Using Frequent Itemsets Mining 基于频繁项集挖掘的乳腺癌预测优化模型

International Journal of Information Engineering and Electronic Business Pub Date : 2019-09-08 DOI: 10.5815/ijieeb.2019.05.02

Ankita Sinha, B. Sahoo, S. Rautaray, M. Pandey

引用次数: 2

Embedding Stock Tracking Module into Electronic Fiscal Device Machine and its Management System to Reduce Tax Evasion: A case of Tanzania 在电子财务机及其管理系统中嵌入库存跟踪模块减少偷税漏税——以坦桑尼亚为例

International Journal of Information Engineering and Electronic Business Pub Date : 2019-09-08 DOI: 10.5815/ijieeb.2019.05.04

Paul E. Shao, M. Dida

引用次数: 0

Real Estate Recommendation Using Historical Data and Surrounding Environments 基于历史数据和周边环境的房地产推荐

International Journal of Information Engineering and Electronic Business Pub Date : 2019-09-08 DOI: 10.5815/ijieeb.2019.05.05

Uchchash Barua, Md. Sabir Hossain, M. Arefin

{"title":"Real Estate Recommendation Using Historical Data and Surrounding Environments","authors":"Uchchash Barua, Md. Sabir Hossain, M. Arefin","doi":"10.5815/ijieeb.2019.05.05","DOIUrl":"https://doi.org/10.5815/ijieeb.2019.05.05","url":null,"abstract":"Recommending appropriate things to the user by analyzing available data is becoming popular day by day. There are no sufficient researches on Real-estate recommendation with historical data and surrounding environments. We have collected real-estate, historical and point of interest (POI) data from the various sources. In this research, a hybrid filtering technique is used for recommending real-estate consisting of collaborative and content-based filtering. Generally, in every website user ratings are collected for the recommendation. But we have considered historical data and surrounding environments of a real-estate location for recommendation by which it will be easy for a user to decide that which place would be better for him/her. If any user request for any specific location then the system will find the POI data using google map API. Then the system will consider historical data of that area, got from the trusted sources. So considering the minimum price and optimal facilities, our system will recommend top-k real-estate. After extensive experiments on real and synthetic data, we have proved the efficiency of our proposed recommender system.","PeriodicalId":427770,"journal":{"name":"International Journal of Information Engineering and Electronic Business","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130368969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

New Metrics for Effective Detection of Shilling Attacks in Recommender Systems 推荐系统中有效检测Shilling攻击的新指标

International Journal of Information Engineering and Electronic Business Pub Date : 2019-07-08 DOI: 10.5815/IJIEEB.2019.04.04

T. Srikanth, M. Shashi

引用次数: 2

Modeling and Optimizing Patients’ Flows Inside Emergency Department based on the Simulation Model: A Case Study in an Algerian Hospital 基于仿真模型的急诊病人流程建模与优化——以阿尔及利亚某医院为例

International Journal of Information Engineering and Electronic Business Pub Date : 2019-07-08 DOI: 10.5815/IJIEEB.2019.04.03

Oussama Derni, Fatma Boufera, M. Khelfi

{"title":"Modeling and Optimizing Patients’ Flows Inside Emergency Department based on the Simulation Model: A Case Study in an Algerian Hospital","authors":"Oussama Derni, Fatma Boufera, M. Khelfi","doi":"10.5815/IJIEEB.2019.04.03","DOIUrl":"https://doi.org/10.5815/IJIEEB.2019.04.03","url":null,"abstract":"In Algeria, as in many other countries, the Emergency Department (ED) of the hospital, is the main entrance to the hospital, which provides Healthcare to patients threatened with death, and which faces several issues, emphasized by resource limitation. Our work presents a description of patient flow inside the ‘ED’ of Chalabi Abdelkader Hospital, Mascara, Algeria. This study aims to prevent the care complication scheme by adopting a workflow approach in order to design the patient flow in the chosen ‘ED’. The objective is to enhance patients’ flows, to improve the quality of the patient supervision, by targeting the minimization of the total and waiting times. A simulation model of the study system will be built based on the acquired data, and it will be validated by domain experts for a maximal rapprochement to the reality. Then, many simulations instances will be realized using Rockwell ARENA simulator to evaluate the impact of the proposed solutions. As a result of this study, we provided to ‘ED’ supervisors many improvement solutions and recommendations to the issues identified in the modeling phase.","PeriodicalId":427770,"journal":{"name":"International Journal of Information Engineering and Electronic Business","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130220246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Natural Language Processing based Hybrid Model for Detecting Fake News Using Content-Based Features and Social Features 基于自然语言处理的基于内容特征和社会特征的假新闻检测混合模型

International Journal of Information Engineering and Electronic Business Pub Date : 2019-07-08 DOI: 10.5815/IJIEEB.2019.04.01

Shubham Bauskar, Vijay Badole, Prajal Jain, Meenu Chawla

引用次数: 20

Development of a Mobile-Based Hypertension Risk Monitoring System 基于移动的高血压风险监测系统的开发

International Journal of Information Engineering and Electronic Business Pub Date : 2019-07-08 DOI: 10.5815/IJIEEB.2019.04.02

Ngozi Chidozie Egejuru, O. Ogunlade, P. Idowu

{"title":"Development of a Mobile-Based Hypertension Risk Monitoring System","authors":"Ngozi Chidozie Egejuru, O. Ogunlade, P. Idowu","doi":"10.5815/IJIEEB.2019.04.02","DOIUrl":"https://doi.org/10.5815/IJIEEB.2019.04.02","url":null,"abstract":"Hypertension is a silent killer, which gives no warning signs to alert a patient and can only be detected through regular blood pressure checkups. Uncontrolled and unmonitored hypertension contributed to stroke, chronic kidney disease, eye problem, and heart failure. It is an ongoing challenge to health care systems worldwide. Early detection of hypertension and creating awareness will greatly reduce the effect of hypertension and its related diseases. Also, having a mobile-based system will help patients to know their status, relate with Doctor and enjoy the quick response from the Doctor on hypertension diagnostic effect on their health. The mobile application will help in monitoring patients anytime, anywhere and provide services for each patient based on their personal health condition. The mobile application was designed using unified modeling language and implemented using the Extensible Mark-Up Language and Java programming language for the mobile layout and content, while JavaScript Object Notation was used to implement the data storage and retrieval mechanism of the system. The system was tested using data collected from hospital, which yielded an accuracy of 100%. In conclusion, the system will assist in providing timely, efficient, accurate and comprehensive information about hypertension, which is useful for Doctors and patients in detecting, diagnosing, classifying and managing hypertension and its risk.","PeriodicalId":427770,"journal":{"name":"International Journal of Information Engineering and Electronic Business","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125240907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2