Pub Date : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8550003
Naeem Farooq, Umar Ilyas, M. Adeel, Sohail Jabbar
In this modern era of technology, still conventional methods (human and trained dogs) are being used to find and rescue the victims who are buried under the rubble after natural or human-made destruction. Such operation is very dangerous for the rescue workers and victims as well, especially in the case, if the wreckage is dislocated. These traditional methods increase the chances of causalities due to their risky and time taking approaches. Hence, to make the rescue operation safer and effective, a small ground robot for humanitarian search have been proposed which detect alive human beings. This robot provides the momentous help and safety to the rescue workers during the search and rescue operations. This has been done by spotting live humans remotely without any physical contact with victims by sensing their body's temperature. This robot consists of a thermal sensor, microcontroller, gas sensor, HD wireless camera and many other modules which collectively perform to search living victims. Android application is developed to control the movements of the robot and to show received output values from sensors. We throw the robot and it gives better results than other existing ways.
{"title":"Ground Robot for Alive Human Detection in Rescue Operations","authors":"Naeem Farooq, Umar Ilyas, M. Adeel, Sohail Jabbar","doi":"10.1109/ICIIBMS.2018.8550003","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8550003","url":null,"abstract":"In this modern era of technology, still conventional methods (human and trained dogs) are being used to find and rescue the victims who are buried under the rubble after natural or human-made destruction. Such operation is very dangerous for the rescue workers and victims as well, especially in the case, if the wreckage is dislocated. These traditional methods increase the chances of causalities due to their risky and time taking approaches. Hence, to make the rescue operation safer and effective, a small ground robot for humanitarian search have been proposed which detect alive human beings. This robot provides the momentous help and safety to the rescue workers during the search and rescue operations. This has been done by spotting live humans remotely without any physical contact with victims by sensing their body's temperature. This robot consists of a thermal sensor, microcontroller, gas sensor, HD wireless camera and many other modules which collectively perform to search living victims. Android application is developed to control the movements of the robot and to show received output values from sensors. We throw the robot and it gives better results than other existing ways.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126354886","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 : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8549952
Pattarakamon Rangsee, K. Raja, V. R.
Face recognition (FR) has drawn considerable interest and attention in the area of pattern recognition. FR is still a challenging task in real time applications even though they are a number of face recognition algorithms which are available and work in various constrained environment. The paper proposes a FR algorithm using Modified Local Ternary Pattern (MLTP) with multi class Support Vector Machine (SVM) classifier. The MLTP features of the face images are classified by an Error-Correcting Output Code (ECOC) multiclass model with SVM. The proposed method is tested on six standard face databases. The experimental results have been demonstrated that the performance of MLTP with SVM can achieve higher recognition accuracy compared to the conventional methods.
{"title":"Modified Local Ternary Pattern Based Face Recognition Using SVM","authors":"Pattarakamon Rangsee, K. Raja, V. R.","doi":"10.1109/ICIIBMS.2018.8549952","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8549952","url":null,"abstract":"Face recognition (FR) has drawn considerable interest and attention in the area of pattern recognition. FR is still a challenging task in real time applications even though they are a number of face recognition algorithms which are available and work in various constrained environment. The paper proposes a FR algorithm using Modified Local Ternary Pattern (MLTP) with multi class Support Vector Machine (SVM) classifier. The MLTP features of the face images are classified by an Error-Correcting Output Code (ECOC) multiclass model with SVM. The proposed method is tested on six standard face databases. The experimental results have been demonstrated that the performance of MLTP with SVM can achieve higher recognition accuracy compared to the conventional methods.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134506352","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 : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8549970
Nikorn Suttisangiam, Supakan Bamrungpruk
Mobile Mapping System (MMS) for terrain surveys is the set of 3D Point cloud display to the georeferenced location. To build MMS, high accuracy data is necessary since we need a 3D map that creates from Light Detection and Ranging(LiDAR) technology integrated with Inertial Navigation System (INS). For our research, Velodyne LiDAR PUCK and NovAtel INS has been used. However the data combining of LiDAR and INS is very important. Since the hardware synchronization is complex and less reliability. In this study, we propose a software based synchronization which is an alternative method for MMS data combining. The software is required to combine the LiDAR data and the INS data together with high data rate. The result will obtain an Exchange Format file such as LASer(LAS) file format for displayed a Point cloud and use in other GIS applications.
{"title":"Software-Based Timing Synchronization for Point Cloud Reconstruction","authors":"Nikorn Suttisangiam, Supakan Bamrungpruk","doi":"10.1109/ICIIBMS.2018.8549970","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8549970","url":null,"abstract":"Mobile Mapping System (MMS) for terrain surveys is the set of 3D Point cloud display to the georeferenced location. To build MMS, high accuracy data is necessary since we need a 3D map that creates from Light Detection and Ranging(LiDAR) technology integrated with Inertial Navigation System (INS). For our research, Velodyne LiDAR PUCK and NovAtel INS has been used. However the data combining of LiDAR and INS is very important. Since the hardware synchronization is complex and less reliability. In this study, we propose a software based synchronization which is an alternative method for MMS data combining. The software is required to combine the LiDAR data and the INS data together with high data rate. The result will obtain an Exchange Format file such as LASer(LAS) file format for displayed a Point cloud and use in other GIS applications.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130464854","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 : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8550009
A. Suda, K. Iida, T. Muromaki
Casters are applied to various products. When casters are used, vibrations and impacts occur due to the influence of the floor surface. Vibrations and impacts are transmitted to the carrier. Vibrations and impacts are a burden on wheelchairs and others using casters. Consider the burden as a physical burden and a mental burden. Heretofore, the physical burden is evaluated by acceleration. However, there is no indication of the mental burden evaluation index. Mental burden is digitized using electroencephalogram (EEG). We propose it as a new evaluation index. Measurement and analysis are performed, and significance is obtained by t-test. Perform fast Fourier transform on the brain waves. From the obtained data, the average value of “the Beta-waves divided by the Alpha-waves” was obtained and used as a new index. The mental burden can be quantified by changing the new indicator.
{"title":"Considerations for Vibrations and Impacts of Casters (Case of Electroencephalogram at Wheelchair Boarding)","authors":"A. Suda, K. Iida, T. Muromaki","doi":"10.1109/ICIIBMS.2018.8550009","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8550009","url":null,"abstract":"Casters are applied to various products. When casters are used, vibrations and impacts occur due to the influence of the floor surface. Vibrations and impacts are transmitted to the carrier. Vibrations and impacts are a burden on wheelchairs and others using casters. Consider the burden as a physical burden and a mental burden. Heretofore, the physical burden is evaluated by acceleration. However, there is no indication of the mental burden evaluation index. Mental burden is digitized using electroencephalogram (EEG). We propose it as a new evaluation index. Measurement and analysis are performed, and significance is obtained by t-test. Perform fast Fourier transform on the brain waves. From the obtained data, the average value of “the Beta-waves divided by the Alpha-waves” was obtained and used as a new index. The mental burden can be quantified by changing the new indicator.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131025854","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 : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8549987
Dae-Weung Kim, M. Kim, Seul-Gi Kim
Statement of the Problem: A variety of imaging probes have been developed for different molecular targets. The gastrin-releasing peptide (GRP) analogues (GRP, GRP18-27 and GRP21-27) were investigated vigorously as a targeting peptide for tumor, however, the cancer targeting abilities of these GRP analogues had not been compared head-to-head. Direct comparison of characteristics of these analogues will provide a useful information for the design of molecular imaging agent associated with GRP and an insight within the mechanism of tumor targeting using GRP analogues. Approach: In the present study, we developed Tc-99m and fluorescence (carboxytetramethylrhodamine, TAMRA) labeled GRP analogues containing three different peptides (TAMRA-GHEG-ECG-GRP, TAMRA-GHEG-ECG-GRP18-27 and TAMRA-GHEG-ECG-GRP21-27) to target the tumor cells and compared the tumor targeting abilities using in vitro and in vivo experiments. Peptides were synthesized using Fmoc solid-phase peptide synthesis. Radiolabeling of peptides with Tc-99m was done using ligand exchange via tartrate. Binding affinity and in vitro cellular uptake studies were performed. Gamma camera imaging study was performed in murine models with PC-3 tumors. The average counts per pixel within the ROIs were measured and target-to-non-target ratios were calculated. Results: After radiolabeling procedures with Tc-99m, Tc-99m labeled peptides were prepared in high yield $(>96%)$. Tc-99m TAMRA-GHEG-ECG-GRP $(mathbf{Kd}=mathbf{7.9}pm mathbf{2.7} mathbf{nM})$ showed highest binding affinity for PC-3 tumor cells and Tc-99m TAMRA-GHEG-ECG-GRP18-27 $(mathbf{Kd}=mathbf{12.6}pm mathbf{3.6} mathbf{nM})$ showed relatively low binding affinity. Confocal microscopy images of PC-3 cells incubated with TAMRA-GHEG-ECG-GRP and TAMRA-GHEG-ECG-GRP21-27 showed strong fluorescence in the cytoplasm. Gamma camera imaging revealed substantial uptake of Tc-99m TAMRA-GHEG-ECG-GRP21-27 in tumors. Conclusion: We developed three Tc-99m and TAMRA labeled GRP analogues as a molecular imaging agent for targeting tumor. In vitro studies demonstrated substantial binding affinity and cellular uptake of TAMRA-GHEG-ECG-GRP and TAMRA-GHEG-ECG-GRP21-27. In contrast, in vivo gamma imaging study revealed that only Tc-99m TAMRA-GHEG-ECG-GRP21-27 was significantly accumulated in the tumor tissue. Taken together, the present study suggest that 7-mer peptide, GRP21-27 is the best surrogate as a targeting ligand for tumor imaging.
{"title":"A Novel Tumor Imaging Agent, Tc-99m and Fluorescence Labeled Gastrin-Releasing Peptide Analogues","authors":"Dae-Weung Kim, M. Kim, Seul-Gi Kim","doi":"10.1109/ICIIBMS.2018.8549987","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8549987","url":null,"abstract":"Statement of the Problem: A variety of imaging probes have been developed for different molecular targets. The gastrin-releasing peptide (GRP) analogues (GRP, GRP18-27 and GRP21-27) were investigated vigorously as a targeting peptide for tumor, however, the cancer targeting abilities of these GRP analogues had not been compared head-to-head. Direct comparison of characteristics of these analogues will provide a useful information for the design of molecular imaging agent associated with GRP and an insight within the mechanism of tumor targeting using GRP analogues. Approach: In the present study, we developed Tc-99m and fluorescence (carboxytetramethylrhodamine, TAMRA) labeled GRP analogues containing three different peptides (TAMRA-GHEG-ECG-GRP, TAMRA-GHEG-ECG-GRP18-27 and TAMRA-GHEG-ECG-GRP21-27) to target the tumor cells and compared the tumor targeting abilities using in vitro and in vivo experiments. Peptides were synthesized using Fmoc solid-phase peptide synthesis. Radiolabeling of peptides with Tc-99m was done using ligand exchange via tartrate. Binding affinity and in vitro cellular uptake studies were performed. Gamma camera imaging study was performed in murine models with PC-3 tumors. The average counts per pixel within the ROIs were measured and target-to-non-target ratios were calculated. Results: After radiolabeling procedures with Tc-99m, Tc-99m labeled peptides were prepared in high yield $(>96%)$. Tc-99m TAMRA-GHEG-ECG-GRP $(mathbf{Kd}=mathbf{7.9}pm mathbf{2.7} mathbf{nM})$ showed highest binding affinity for PC-3 tumor cells and Tc-99m TAMRA-GHEG-ECG-GRP18-27 $(mathbf{Kd}=mathbf{12.6}pm mathbf{3.6} mathbf{nM})$ showed relatively low binding affinity. Confocal microscopy images of PC-3 cells incubated with TAMRA-GHEG-ECG-GRP and TAMRA-GHEG-ECG-GRP21-27 showed strong fluorescence in the cytoplasm. Gamma camera imaging revealed substantial uptake of Tc-99m TAMRA-GHEG-ECG-GRP21-27 in tumors. Conclusion: We developed three Tc-99m and TAMRA labeled GRP analogues as a molecular imaging agent for targeting tumor. In vitro studies demonstrated substantial binding affinity and cellular uptake of TAMRA-GHEG-ECG-GRP and TAMRA-GHEG-ECG-GRP21-27. In contrast, in vivo gamma imaging study revealed that only Tc-99m TAMRA-GHEG-ECG-GRP21-27 was significantly accumulated in the tumor tissue. Taken together, the present study suggest that 7-mer peptide, GRP21-27 is the best surrogate as a targeting ligand for tumor imaging.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123588243","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 : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8550019
Bagus Anugrah Ramadhan, Billy Muhamad Iqbal
A portal into the public ledger cryptocurrency makes a competition of the best web sites and easily trusted by the public. These are believed to constitute a measurable dimensions of User Experience (UX). This study aims to evaluate the user experience of the use of the three web sites most frequenty accessed cryptocurrency from Indonesia. The evaluation conducted aimed at knowing the factors that influence user trust through the design of the interface and can be installed on a new design. Methods include Performance Metrics, Post-Task Rating, Post-Session Rating, and Experiential Overview and eye-tracking device. Based on the results of research, in the overall evaluation of the web site, the web site is the most superior of Indodax. The results of the evaluation are then applied on a new design using the software Invision and examined again to see a comparison of the respondent at the time of first use. The result of the research is the assessment, recommendations, and design the look of the web site cryptocurrency are trustworthy based on user experience.
{"title":"User Experience Evaluation on the Cryptocurrency Website by Trust Aspect","authors":"Bagus Anugrah Ramadhan, Billy Muhamad Iqbal","doi":"10.1109/ICIIBMS.2018.8550019","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8550019","url":null,"abstract":"A portal into the public ledger cryptocurrency makes a competition of the best web sites and easily trusted by the public. These are believed to constitute a measurable dimensions of User Experience (UX). This study aims to evaluate the user experience of the use of the three web sites most frequenty accessed cryptocurrency from Indonesia. The evaluation conducted aimed at knowing the factors that influence user trust through the design of the interface and can be installed on a new design. Methods include Performance Metrics, Post-Task Rating, Post-Session Rating, and Experiential Overview and eye-tracking device. Based on the results of research, in the overall evaluation of the web site, the web site is the most superior of Indodax. The results of the evaluation are then applied on a new design using the software Invision and examined again to see a comparison of the respondent at the time of first use. The result of the research is the assessment, recommendations, and design the look of the web site cryptocurrency are trustworthy based on user experience.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114823667","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 : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8549954
Y. Wu, Zhaohong Ding
Artificial intelligence and automation technology that can satisfy the ever-increasing demand for technology in industrial, commercial, medical, military and civil fields has introduced new opportunities for robotics research in past decades. In particular, the mobile robot laser navigation has always been the focus and problems in fields covering a wide spectrum of disciplines. The object of this study was to explore the mapping of mobile robot based on Hector-SLAM algorithm and the simulation experiment of the global path planning in static environments. A tracked mobile robot is designed for navigation test platform, which is mainly composed of two dimensional laser radar called Neato XV-11 laser, mobile robot chassis, PC terminal and an Android phone. The motion control commands of robot platform are published by smart phone and executed via Python code in Raspberry Pi board. After algorithm procedure for Hector SLAM are represented in depth, the map building in this way is completed on Robot Operating System (ROS) where RVIZ is run to carry out cartographic visualization. On the other hand, a new ant colony algorithm(ACO), which introduces pheromone orientation, is proposed for the issue about robot shortest path planning in static environment. The results of mapping obtained on ROS show a satisfactory level of indoor environment, which reveals the feasibility of our approach in laser navigation. Furthermore, it is proved from the simulation experiments of modified ACO algorithm that the new algorithm not only can obtain the same optimal path, but also has faster convergence speed and smaller error peak in complex static environments.
{"title":"Research on Laser Navigation Mapping and Path Planning of Tracked Mobile Robot Based on Hector SLAM","authors":"Y. Wu, Zhaohong Ding","doi":"10.1109/ICIIBMS.2018.8549954","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8549954","url":null,"abstract":"Artificial intelligence and automation technology that can satisfy the ever-increasing demand for technology in industrial, commercial, medical, military and civil fields has introduced new opportunities for robotics research in past decades. In particular, the mobile robot laser navigation has always been the focus and problems in fields covering a wide spectrum of disciplines. The object of this study was to explore the mapping of mobile robot based on Hector-SLAM algorithm and the simulation experiment of the global path planning in static environments. A tracked mobile robot is designed for navigation test platform, which is mainly composed of two dimensional laser radar called Neato XV-11 laser, mobile robot chassis, PC terminal and an Android phone. The motion control commands of robot platform are published by smart phone and executed via Python code in Raspberry Pi board. After algorithm procedure for Hector SLAM are represented in depth, the map building in this way is completed on Robot Operating System (ROS) where RVIZ is run to carry out cartographic visualization. On the other hand, a new ant colony algorithm(ACO), which introduces pheromone orientation, is proposed for the issue about robot shortest path planning in static environment. The results of mapping obtained on ROS show a satisfactory level of indoor environment, which reveals the feasibility of our approach in laser navigation. Furthermore, it is proved from the simulation experiments of modified ACO algorithm that the new algorithm not only can obtain the same optimal path, but also has faster convergence speed and smaller error peak in complex static environments.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121486408","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 : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8549998
A. P. Nugraha, Danu Hadi Syaifullah, M. A. Puspasari
E-banking or electronic banking is used to facilitate the bank customers when conducting financial transaction in easy and convinient way. As one of the e-banking form, Mobile banking (m-banking) is a banking service that allows its customers to conduct financial transactions in real time using mobile devices such as smartphones or tablets. Although there is an increasing number of mobile banking service users every year in Indonesia, the utilization of the actual mobile banking apps is still very low compared to other country in Asia. One of the problems that is often encountered by mobile banking's customers is the aspect of trust that can be influenced by interface and usability of mobile banking applications. Therefore, in order to achieve effective interaction between human-computers with minimal effort, various aspects of usability need to be the main focus in developing an application to support the effectiveness of human-computer interaction so that the initial goal of creating mobile banking to facilitate customer banking transactions can be achieved. Using four criteria of usability mesurement set by ISO, this research aim to evaluate three m-banking application from the largest bank in Indonesia which are Mandiri Mobile, BNI Mobile, and BCA Mobile. Evaluation and analysis from this research shows that BNI Mobile has the best usability among the other two application. Overall, the three mobile banking have quite good usability although there are still several aspects that need to be improved.
{"title":"Usability Evaluation of Main Function on Three Mobile Banking Application","authors":"A. P. Nugraha, Danu Hadi Syaifullah, M. A. Puspasari","doi":"10.1109/ICIIBMS.2018.8549998","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8549998","url":null,"abstract":"E-banking or electronic banking is used to facilitate the bank customers when conducting financial transaction in easy and convinient way. As one of the e-banking form, Mobile banking (m-banking) is a banking service that allows its customers to conduct financial transactions in real time using mobile devices such as smartphones or tablets. Although there is an increasing number of mobile banking service users every year in Indonesia, the utilization of the actual mobile banking apps is still very low compared to other country in Asia. One of the problems that is often encountered by mobile banking's customers is the aspect of trust that can be influenced by interface and usability of mobile banking applications. Therefore, in order to achieve effective interaction between human-computers with minimal effort, various aspects of usability need to be the main focus in developing an application to support the effectiveness of human-computer interaction so that the initial goal of creating mobile banking to facilitate customer banking transactions can be achieved. Using four criteria of usability mesurement set by ISO, this research aim to evaluate three m-banking application from the largest bank in Indonesia which are Mandiri Mobile, BNI Mobile, and BCA Mobile. Evaluation and analysis from this research shows that BNI Mobile has the best usability among the other two application. Overall, the three mobile banking have quite good usability although there are still several aspects that need to be improved.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"45 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120816780","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 : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8550020
A. E. Danganan, Ariel M. Sison, Ruji P. Medina
In this paper, a new data analysis tool called Overlapping Clustering Application (OCA) was presented. It was developed to identify overlapping clusters and outliers in an unsupervised manner. Python programming language was used for the development of the OCA. One of the methods used is the k-means algorithm, because of its simplicity to solve known clustering issues. The study also considered the use of median and median absolute deviation, it is known to be one of the most robust measures that are easy to use with the presence of outliers. Maxdist (maximum distance of data objects allowed in a cluster) is another method, it is used to identify data objects assigned to multi-cluster. The main function of OCA are composed of three phases. The first phase is to segment data objects into cluster using the k-means algorithm. The second phase is the detection of the abnormal values(outliers) in the datasets using median and median absolute deviation. Finally, the last phase is the identification of overlapping clusters, it uses maxdist as a predictor of data objects that can belong to multiple clusters. Based on the experimental results, the developed OCA demonstrated its capability in terms of detecting the abnormal values (outliers) and identification of clusters with overlaps. Experiments revealed that OCA is very useful data analysis tool for data clustering, outlier detection analysis and the detection of overlapping clusters.
{"title":"OCA: Overlapping Clustering Application: Unsupervised Approach for Data Analysis","authors":"A. E. Danganan, Ariel M. Sison, Ruji P. Medina","doi":"10.1109/ICIIBMS.2018.8550020","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8550020","url":null,"abstract":"In this paper, a new data analysis tool called Overlapping Clustering Application (OCA) was presented. It was developed to identify overlapping clusters and outliers in an unsupervised manner. Python programming language was used for the development of the OCA. One of the methods used is the k-means algorithm, because of its simplicity to solve known clustering issues. The study also considered the use of median and median absolute deviation, it is known to be one of the most robust measures that are easy to use with the presence of outliers. Maxdist (maximum distance of data objects allowed in a cluster) is another method, it is used to identify data objects assigned to multi-cluster. The main function of OCA are composed of three phases. The first phase is to segment data objects into cluster using the k-means algorithm. The second phase is the detection of the abnormal values(outliers) in the datasets using median and median absolute deviation. Finally, the last phase is the identification of overlapping clusters, it uses maxdist as a predictor of data objects that can belong to multiple clusters. Based on the experimental results, the developed OCA demonstrated its capability in terms of detecting the abnormal values (outliers) and identification of clusters with overlaps. Experiments revealed that OCA is very useful data analysis tool for data clustering, outlier detection analysis and the detection of overlapping clusters.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128034140","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 : 2018-10-01DOI: 10.1109/ICIIBMS.2018.8550027
S. Tansuriyavong, Motoki Higa
Recently., with rapid globalization, human resources with English communication skills are required. When English is divided by skill., it becomes four of “reading”., “listening”., “writing” and “speaking.” According to the Ministry of Education., Culture., Sports., Science., and Technology., students in Japan tend to have low skills of “speaking”. To solve this problem., we developed an English learning support system as a web service. In the web service., the computer automatically reads the problem., recognizes the user's answer., and performs the scoring. We conducted a questionnaire to the user and made a judgment whether the web service is effective for practicing “speaking” English. The result was that 90% answered that there was a learning effect.
{"title":"Development of Multi-Language Practicing System Using Speech Recognition","authors":"S. Tansuriyavong, Motoki Higa","doi":"10.1109/ICIIBMS.2018.8550027","DOIUrl":"https://doi.org/10.1109/ICIIBMS.2018.8550027","url":null,"abstract":"Recently., with rapid globalization, human resources with English communication skills are required. When English is divided by skill., it becomes four of “reading”., “listening”., “writing” and “speaking.” According to the Ministry of Education., Culture., Sports., Science., and Technology., students in Japan tend to have low skills of “speaking”. To solve this problem., we developed an English learning support system as a web service. In the web service., the computer automatically reads the problem., recognizes the user's answer., and performs the scoring. We conducted a questionnaire to the user and made a judgment whether the web service is effective for practicing “speaking” English. The result was that 90% answered that there was a learning effect.","PeriodicalId":430326,"journal":{"name":"2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)","volume":"109 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131132096","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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