Pub Date : 2015-11-12DOI: 10.1109/ICDIPC.2015.7323022
A. Maseleno, Md Mahmud Hasan, N. Tuah, Fauzi, Muhammad Muslihudin
This research presents the risk of disease spreading of African Trypanosomiasis using Fuzzy logic and Dempster-Shafer belief theory. Integrating Fuzzy Logic and Dempster-Shafer belief theory by calculating the similarity between Fuzzy membership function in the context to detect the risk of disease spreading of African Trypanosomiasis and finally to develop a realistic and useful Web mapping for displaying maps on a screen to locate the risk of African Trypanosomiasis spreading. The risk of African Trypanosomiasis spreading is not classified according to higher population density which is equal to higher risk. This research has considered population changes in an area to detect the risk of African Trypanosomiasis spreading. The experts provide opinion in terms of basic probability assignment for interval or crisp focal elements. Those basic probability assignments are proposed based on the similarity measure between membership function. The similarity between Fuzzy membership function is calculated to get basic probability assignment. The highest percentage of the risk of disease spreading of African Trypanosomiasis is 17%. In Angola and Zambia, the highest basic probability assignment of the risk of disease spreading of African Trypanosomiasis is very low which is equal to 0.173. The risk of disease spreading of African Trypanosomiasis in areas which include Angola, Botswana, Congo, Congo DRC, Malawi, Mozambique, Namibia, Tanzania, Zambia, and Zimbabwe.
{"title":"Fuzzy Logic and Dempster-Shafer belief theory to detect the risk of disease spreading of African Trypanosomiasis","authors":"A. Maseleno, Md Mahmud Hasan, N. Tuah, Fauzi, Muhammad Muslihudin","doi":"10.1109/ICDIPC.2015.7323022","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7323022","url":null,"abstract":"This research presents the risk of disease spreading of African Trypanosomiasis using Fuzzy logic and Dempster-Shafer belief theory. Integrating Fuzzy Logic and Dempster-Shafer belief theory by calculating the similarity between Fuzzy membership function in the context to detect the risk of disease spreading of African Trypanosomiasis and finally to develop a realistic and useful Web mapping for displaying maps on a screen to locate the risk of African Trypanosomiasis spreading. The risk of African Trypanosomiasis spreading is not classified according to higher population density which is equal to higher risk. This research has considered population changes in an area to detect the risk of African Trypanosomiasis spreading. The experts provide opinion in terms of basic probability assignment for interval or crisp focal elements. Those basic probability assignments are proposed based on the similarity measure between membership function. The similarity between Fuzzy membership function is calculated to get basic probability assignment. The highest percentage of the risk of disease spreading of African Trypanosomiasis is 17%. In Angola and Zambia, the highest basic probability assignment of the risk of disease spreading of African Trypanosomiasis is very low which is equal to 0.173. The risk of disease spreading of African Trypanosomiasis in areas which include Angola, Botswana, Congo, Congo DRC, Malawi, Mozambique, Namibia, Tanzania, Zambia, and Zimbabwe.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121829406","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}
Pub Date : 2015-11-12DOI: 10.1109/ICDIPC.2015.7323043
Misaki Matsuzawa, Hajime Iwata, Junko Shirogane, Y. Fukazawa
Due to the prevalence of tablets, the usability of the User Interfaces (UIs) must be improved, but the number of support methods for usability evaluations for tablets is small. Herein we propose a method to automatically evaluate usability based on operation histories, including action frequency and operation times, and statistical analysis. Because our approach easily detects UI design problems, the burdens on developers and costs can be reduced. Using a small-scale case study and test with about 20 participants, we show that our approach can detect detailed problems with usability via a mostly automated process.
{"title":"Support method of usability evaluations for android applications based on operation histories","authors":"Misaki Matsuzawa, Hajime Iwata, Junko Shirogane, Y. Fukazawa","doi":"10.1109/ICDIPC.2015.7323043","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7323043","url":null,"abstract":"Due to the prevalence of tablets, the usability of the User Interfaces (UIs) must be improved, but the number of support methods for usability evaluations for tablets is small. Herein we propose a method to automatically evaluate usability based on operation histories, including action frequency and operation times, and statistical analysis. Because our approach easily detects UI design problems, the burdens on developers and costs can be reduced. Using a small-scale case study and test with about 20 participants, we show that our approach can detect detailed problems with usability via a mostly automated process.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122163830","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}
Since most of web pages contain their main information in data records, extracting data records enables one to obtain and integrate data from diverse sources of Internet. Therefore, data extraction of web pages has been a popular research issue in the last decade. The paper aims to automatically extract data records from web pages and identify items from those extracted records. The proposed approach utilizes Data Path Matching to effectively extract data records and Data Path Code Alignment to efficiently identify data items. Experimental results reveal that the method can extract data effectively.
{"title":"Automatic data extraction of websites using data path matching and alignment","authors":"Yu-Chun Chu, Chiun-Chieh Hsu, Cheng-Jhe Lee, Yu-Ting Tsai","doi":"10.1109/ICDIPC.2015.7323006","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7323006","url":null,"abstract":"Since most of web pages contain their main information in data records, extracting data records enables one to obtain and integrate data from diverse sources of Internet. Therefore, data extraction of web pages has been a popular research issue in the last decade. The paper aims to automatically extract data records from web pages and identify items from those extracted records. The proposed approach utilizes Data Path Matching to effectively extract data records and Data Path Code Alignment to efficiently identify data items. Experimental results reveal that the method can extract data effectively.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129008990","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}
Pub Date : 2015-11-12DOI: 10.1109/ICDIPC.2015.7323013
K. Sim, K. Sim, I. Goh
High magnitude of price fluctuation in crude palm oil has been a major challenge haunting small planters, plantation companies, investors, and all the up-stream and down-stream industry players. The severe price movements over the past few years has negatively impacted all the industry participants, especially in their decision making process concerning risk management and mitigation. This paper presents an approach of identifying price equilibrium for crude palm oil through the mining of historical price distribution, thus fostering the forecasting of potential high magnitude price movement upon the breaching of the price equilibrium. Experiment was conducted on historical price data of crude palm oil futures over the period of sixteen years to access its competency in identifying price equilibrium, and forecasting the magnitude of price movement after the breaching of price from the equilibrium level. Evaluation has been done to scrutinize the characteristic of price distribution, and the amount of price data used in forming the distribution. The outcome of the experiment reveals a promising performance demonstrating the capability to forecast high magnitude price movement of crude palm oil. This study constitutes a novel approach of using price distribution in price movement analysis, and this will aid the analysis process in financial decision making routine.
{"title":"Forecasting high magnitude price movement of crude palm oil futures by identifying the breaching of price equilibrium through price distribution mining","authors":"K. Sim, K. Sim, I. Goh","doi":"10.1109/ICDIPC.2015.7323013","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7323013","url":null,"abstract":"High magnitude of price fluctuation in crude palm oil has been a major challenge haunting small planters, plantation companies, investors, and all the up-stream and down-stream industry players. The severe price movements over the past few years has negatively impacted all the industry participants, especially in their decision making process concerning risk management and mitigation. This paper presents an approach of identifying price equilibrium for crude palm oil through the mining of historical price distribution, thus fostering the forecasting of potential high magnitude price movement upon the breaching of the price equilibrium. Experiment was conducted on historical price data of crude palm oil futures over the period of sixteen years to access its competency in identifying price equilibrium, and forecasting the magnitude of price movement after the breaching of price from the equilibrium level. Evaluation has been done to scrutinize the characteristic of price distribution, and the amount of price data used in forming the distribution. The outcome of the experiment reveals a promising performance demonstrating the capability to forecast high magnitude price movement of crude palm oil. This study constitutes a novel approach of using price distribution in price movement analysis, and this will aid the analysis process in financial decision making routine.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116468965","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}
Pub Date : 2015-11-12DOI: 10.1109/ICDIPC.2015.7323047
P. Campanella, S. Impedovo
The free choice of instruments in a constructivist perspective, attributing to learner full control over content, the use of instruments for the use of distance learning courses offer great flexibility to the system, that a container of educational material becomes a tool for sharing and knowledge management, with destinations including outside of a purely educational. Today we tend increasingly to socio-media and teaching methods are no longer bound to the context, but to collaborate, create, modify content at any time and with any device, facilitated the process of breaking down the walls of knowledge and push forward to the informal. In this area we were considered two innovative approaches based on collaborative filtering and its improvement through tagging systems that put student at the center of his training in order to find the resources that best meet their needs, tending to be customized.
{"title":"Innovative methods for the E-learning recommendation","authors":"P. Campanella, S. Impedovo","doi":"10.1109/ICDIPC.2015.7323047","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7323047","url":null,"abstract":"The free choice of instruments in a constructivist perspective, attributing to learner full control over content, the use of instruments for the use of distance learning courses offer great flexibility to the system, that a container of educational material becomes a tool for sharing and knowledge management, with destinations including outside of a purely educational. Today we tend increasingly to socio-media and teaching methods are no longer bound to the context, but to collaborate, create, modify content at any time and with any device, facilitated the process of breaking down the walls of knowledge and push forward to the informal. In this area we were considered two innovative approaches based on collaborative filtering and its improvement through tagging systems that put student at the center of his training in order to find the resources that best meet their needs, tending to be customized.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131370385","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}
Pub Date : 2015-11-12DOI: 10.1109/ICDIPC.2015.7323016
Naoya Okumura, T. Miura
Recently we can get to huge amount of complex information easily and quickly from internet. But it is hard to capture appropriate information inside since we should go through them and see quickly what's going on. So automatic summarization is indispensable. In this work, assuming concept hierarchy, we extract suitable labels for documents by abstracting and ranking characteristic words.
{"title":"Labelling document using ontology","authors":"Naoya Okumura, T. Miura","doi":"10.1109/ICDIPC.2015.7323016","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7323016","url":null,"abstract":"Recently we can get to huge amount of complex information easily and quickly from internet. But it is hard to capture appropriate information inside since we should go through them and see quickly what's going on. So automatic summarization is indispensable. In this work, assuming concept hierarchy, we extract suitable labels for documents by abstracting and ranking characteristic words.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121947068","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}
Pub Date : 2015-11-12DOI: 10.1109/ICDIPC.2015.7323020
F. A. Mousa, Reda A. El-Khoribi, Mahmoud E. Shoman
A channel of communication for both human brain and computer system is provided via a system called Brain Computer Interface (BCI). The vital aim of BCI research is to develop a system that helps the disabled people to interact with other persons and allows their interaction with the external environments or as an additional man-machine interaction channel for healthy users. Different techniques have been developed in the literature for the classification of brain signals. The purpose of this work is to deveolp a novel method of analyzing the EEG signals. We have used high pass filter to remove artifacts, DWT algorithms for feature extraction and features like Mean Absolute Value, Root Mean Square, and Simple Square Integral are used. The neural network algorithm is used to find the correct class label for EEG signal after clustering the feature vectors using K-Nearest Neighbor algorithm. It has been depicted from results that the proposed integrated technique outperforms a better performance than methods mentioned in literature.
{"title":"An integrated classification method for brain computer interface system","authors":"F. A. Mousa, Reda A. El-Khoribi, Mahmoud E. Shoman","doi":"10.1109/ICDIPC.2015.7323020","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7323020","url":null,"abstract":"A channel of communication for both human brain and computer system is provided via a system called Brain Computer Interface (BCI). The vital aim of BCI research is to develop a system that helps the disabled people to interact with other persons and allows their interaction with the external environments or as an additional man-machine interaction channel for healthy users. Different techniques have been developed in the literature for the classification of brain signals. The purpose of this work is to deveolp a novel method of analyzing the EEG signals. We have used high pass filter to remove artifacts, DWT algorithms for feature extraction and features like Mean Absolute Value, Root Mean Square, and Simple Square Integral are used. The neural network algorithm is used to find the correct class label for EEG signal after clustering the feature vectors using K-Nearest Neighbor algorithm. It has been depicted from results that the proposed integrated technique outperforms a better performance than methods mentioned in literature.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124865089","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}
Pub Date : 2015-11-12DOI: 10.1109/ICDIPC.2015.7323001
Andrei F. Klein, Mihai Stefanescu, A. Saied, Kurt Swakhoven
The main focus of this work is to experimentally determine the performance, message persistence and scalability options of ActiveMQ - a message broker that provides an implementation of JMS specification with OpenMQ (another JMS broker). A comparative analysis is done between both ActiveMQ and OpenMQ JMS message brokers using the same tools and configuration parameters. The outcome of this work is used for selecting the broker that manages high volume of traffics in a busy cloud environment. It is worth mentioning that the experiments are conducted in real physical cloud environments and no simulations are used to verify the results.
{"title":"An experimental comparison of ActiveMQ and OpenMQ brokers in asynchronous cloud environment","authors":"Andrei F. Klein, Mihai Stefanescu, A. Saied, Kurt Swakhoven","doi":"10.1109/ICDIPC.2015.7323001","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7323001","url":null,"abstract":"The main focus of this work is to experimentally determine the performance, message persistence and scalability options of ActiveMQ - a message broker that provides an implementation of JMS specification with OpenMQ (another JMS broker). A comparative analysis is done between both ActiveMQ and OpenMQ JMS message brokers using the same tools and configuration parameters. The outcome of this work is used for selecting the broker that manages high volume of traffics in a busy cloud environment. It is worth mentioning that the experiments are conducted in real physical cloud environments and no simulations are used to verify the results.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129467520","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}
Pub Date : 2015-11-12DOI: 10.1109/ICDIPC.2015.7323021
A. Toledo, M. Riff
We present a hyperheuristic approach designed to solve a real world problem: the Orienteering Problem with Hotel Selection (OPHS). This problem has recently been introduced as an extension of the well-known Orienteering Problem. In this problem, hotels must be selected from a pool of available hotels. Each trip starts and ends in one of the hotels. The goal is to maximize the total score computed by the sum of the score of the trips to the visit points of interest. We propose a hyperheuristic that is based on a hill-climbing procedure. The low-level heuristics have been selected focused on the different constraints of the problem. We have put special attention on the collaboration among the low-level heuristics, in order to guide the algorithm to the most promising areas, considering both the time constraints and the improvement of the score. We use the benchmarks instances including the hardest ones of the problem for testing. The results show that our technique is a very effective one in terms of the design and the quality of the solution found.
{"title":"HOPHS: A hyperheuristic that solves orienteering problem with hotel selection","authors":"A. Toledo, M. Riff","doi":"10.1109/ICDIPC.2015.7323021","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7323021","url":null,"abstract":"We present a hyperheuristic approach designed to solve a real world problem: the Orienteering Problem with Hotel Selection (OPHS). This problem has recently been introduced as an extension of the well-known Orienteering Problem. In this problem, hotels must be selected from a pool of available hotels. Each trip starts and ends in one of the hotels. The goal is to maximize the total score computed by the sum of the score of the trips to the visit points of interest. We propose a hyperheuristic that is based on a hill-climbing procedure. The low-level heuristics have been selected focused on the different constraints of the problem. We have put special attention on the collaboration among the low-level heuristics, in order to guide the algorithm to the most promising areas, considering both the time constraints and the improvement of the score. We use the benchmarks instances including the hardest ones of the problem for testing. The results show that our technique is a very effective one in terms of the design and the quality of the solution found.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116064029","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}
Pub Date : 2015-11-12DOI: 10.1109/ICDIPC.2015.7322998
I. Shioya
This paper considers a traffic flow based on a stochastic cellular automaton model from the viewpoint of the efficient uses of single lane traffic resources in an ideal fast car moving. Our problem is to clarify how boundary and fluctuation effects from psychological aspects are related to a traffic flow. This paper shows that we can see a phase transition at some traffic flow in fundamental diagrams (flow versus density). There, the traffic flow has remained in a small change by updating the distribution of car speed, while the car densities have been changed drastically.
{"title":"A traffic flow analysis from psychological aspects","authors":"I. Shioya","doi":"10.1109/ICDIPC.2015.7322998","DOIUrl":"https://doi.org/10.1109/ICDIPC.2015.7322998","url":null,"abstract":"This paper considers a traffic flow based on a stochastic cellular automaton model from the viewpoint of the efficient uses of single lane traffic resources in an ideal fast car moving. Our problem is to clarify how boundary and fluctuation effects from psychological aspects are related to a traffic flow. This paper shows that we can see a phase transition at some traffic flow in fundamental diagrams (flow versus density). There, the traffic flow has remained in a small change by updating the distribution of car speed, while the car densities have been changed drastically.","PeriodicalId":339685,"journal":{"name":"2015 Fifth International Conference on Digital Information Processing and Communications (ICDIPC)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116574450","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}
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