{"title":"A Gamified Word of Mouth Recommendation System for Increasing Customer Purchase","authors":"Mohammad Hajarian, Sara Hemmati","doi":"10.1109/SCIOT50840.2020.9250209","DOIUrl":"https://doi.org/10.1109/SCIOT50840.2020.9250209","url":null,"abstract":"Nowadays, gamification is implemented in different software applications to increase user engagement. On the other hand, the recommendation systems have been around for a long time to suggest related products to customers. Although numerous recommendation systems have proposed up to now, to the best of our knowledge, there is no study on the Word of Mouth (WOM) recommendation system that benefits from gamification to recommend products to customers in e-commerce websites. In this paper, we have proposed a gamified word of mouth recommendation system to fill this gap. We aim to encourage users to recommend products to each other through Word of Mouth by using gamification methods. The proposed recommendation system has implemented on an e-commerce website. Experimental results show that the proposed method is successful in increasing the customers’ purchases and unique visits. Using the proposed WOM recommendation system, the average number of female customers’ visits increased by 116%, and the average number of male customers’ visits increased by 100%. Moreover, the ratio of the number of unique customers to the number of purchases has decreased by 7%. Meaning, the count of purchases by customers has increased.","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128612736","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}
{"title":"Quantum Supremacy Versus IoT Conspiracy in Smart Cities","authors":"H. Kaatuzian","doi":"10.1109/SCIOT50840.2020.9250203","DOIUrl":"https://doi.org/10.1109/SCIOT50840.2020.9250203","url":null,"abstract":"It seems world organizations, because of Covid-19 disaster, are oriented considerably into smart cities quarantine capabilities, digital electronics interactions and digital economics. In this paper, we’ve tried to challenge IoT5G systems in smart cities from both cultural and technological viewpoints. Although we should not be pessimist about critical situations we’re encountering in realization of smart cities, But we must be realist about serious dangers and high price of invasion of privacy in IoT systems. They could probably play major roles as command centers for organized international systematic crimes which will threaten human citizens. We should prepare ourselves technologically for this kind of conspiracy and how to solve this cultural problem. In this study Quantum Photonic Computers (QPC) are basically suggested as alternatives to defeat misusing of IoT -5G networks. It’s directly related to our national security, specifically for non-anglophone nations. QPC, will work differently in comparison with classical digital computers. They work much more similar to human brain. Because physical properties of materials have been taken into account. We’ve used time-domain statistical dynamic Montecarlo method for our simulations of Photons’ quantum switch behaviors. Errors in our estimations, compared with experiments, always are much less than or at most five percent. In contrast with classic computers that works symbolically, QPC will act physically according to quantum properties of real materials. In contrast with Digital computers that are human oriented, Quantum computers are nature oriented. For this nature friendly reason of QPC, they’ll act as good alternatives in future 6G networks to avoid misusing 5GIoT revenues.","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124832886","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}
Pouran Soleimani, Mohammad Reza Binesh Marvasti, Parviz Ghorbanzadeh
{"title":"A Hybrid Traffic Management Method Based on Combination of IOV and VANET Network in Urban Routing for Emergency Vehicles","authors":"Pouran Soleimani, Mohammad Reza Binesh Marvasti, Parviz Ghorbanzadeh","doi":"10.1109/SCIOT50840.2020.9250198","DOIUrl":"https://doi.org/10.1109/SCIOT50840.2020.9250198","url":null,"abstract":"In fact, Vehicular ad hoc network (VANET) is a type of mobile ad hoc networks (MANETs) created to develop vehicle networks. VANET provides communication between adjacent vehicles, as well as between fixed vehicles and equipment that are usually installed on the side of the road. The main goal of VANET networks is to provide greater comfort and security for passengers. In an intelligent transportation system, the VANET network is a central and effective core for connecting vehicles to each other. Although VANET vehicle networks are not a new issue, they still face operational challenges and fundamental structural problems that necessitate research in this area. The current problem with VANET networks is that they are limited to one area and it is not possible to control them outside the area. Also, Internet of Vehicles (IoV) is a large interactive network consisting of speed, vehicle position, and route information. In such a system, vehicles can collect environmental information via the Internet using GPS, RFID, sensors, image processing, and other devices. The problem with this technology is that the Internet of Vehicle is dependent on the use of the Internet. Both IOV and Vanet technologies face limitations and are ineffective in emergencies such as ambulances or fire trucks heading to their destinations. In view of aforesaid, in this paper, we introduce a hybrid model that aims to overcome the technical limitations of VANETs and manage larger environments for emergencies. This hybrid model is able to overcome communication constraints and provides a safe and secure routing method for emergency vehicles to reach their destination. The proposed method has been evaluated by simulating NS2 and SUMO, and its efficiency has been proven in terms of End-to-End Delay, Throughput, Packet Delivery Ratio, and Bandwidth compared to previous methods.","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114705130","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}
{"title":"A Model-Driven Approach for IoT-Based Monitoring Systems in Industry 4.0","authors":"M. Ziaei, B. Zamani, Ali Bohlooli","doi":"10.1109/SCIOT50840.2020.9250202","DOIUrl":"https://doi.org/10.1109/SCIOT50840.2020.9250202","url":null,"abstract":"Industry 4.0 provides a framework for applying new technologies in industrial environments to boost the efficiency and intelligence. A recently blossomed technology in Industry 4.0 is Internet of Things (IoT), which allows us to create a smart environment by connecting various equipment. One of the main applications of IoT in a smart factory is to design monitoring systems, which helps put the behavior of devices under permanent and comprehensive supervision. However, the rapid growth and change in the monitoring facilities creates a big challenge for people who either want to use that equipment in Industry 4.0, or want to update the systems to benefit from this technology. To address this problem, this paper presents new approach based on model-driven engineering paradigm, for simplifying the design and development of real-time monitoring systems in an industrial environment. Our approach includes a domain-specific modeling language, a graphical editor, and model-to-code transformations that generate a hardware descriptive code, a mobile application, and a web application for a monitoring system. To evaluate the applicability of our approach, a scenario in the power industry has been designed, which offers user a VHDL code, a mobile application, and a web application for monitoring processes of the plant.","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116954203","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}
{"title":"SCIOT 2020 Committees","authors":"","doi":"10.1109/sciot50840.2020.9250210","DOIUrl":"https://doi.org/10.1109/sciot50840.2020.9250210","url":null,"abstract":"","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127895782","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}
Soroush Omidvar Tehrani, M. Moghaddam, Mohsen Asadi
{"title":"Decision Tree based Electricity Theft Detection in Smart Grid","authors":"Soroush Omidvar Tehrani, M. Moghaddam, Mohsen Asadi","doi":"10.1109/SCIOT50840.2020.9250194","DOIUrl":"https://doi.org/10.1109/SCIOT50840.2020.9250194","url":null,"abstract":"One aspect of using smart meters is detecting anomalies in advanced metering infrastructure. Electricity theft, as a well-known anomaly, can be discovered by various machine learning algorithms. In this paper, decision tree, random forest, and gradient boosting methods are implemented and performed on collected power consumption data from 114 single-family apartments to detect non-technical loss, which are generated by various scenarios. Performances of these algorithms are analyzed with and without clustering on the measured data of each user.","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133317614","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}
{"title":"[SCIOT 2020 Front cover]","authors":"","doi":"10.1109/sciot50840.2020.9250192","DOIUrl":"https://doi.org/10.1109/sciot50840.2020.9250192","url":null,"abstract":"","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"289 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128727807","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}
{"title":"Smart [AR] Mini-Application: Engaging Citizens in Digital Placemaking Approach","authors":"Samaneh Sanaeipoor, K. Emami","doi":"10.1109/SCIOT50840.2020.9250208","DOIUrl":"https://doi.org/10.1109/SCIOT50840.2020.9250208","url":null,"abstract":"As an initial step to building a smart city, municipalities have used a wide range of communication means (applications and platforms) to improve cities’ services provisions. Collectively, this research has explored how designing, developing, and testing an augmented reality (AR) application for smartphones and tablets impacts citizens’ understandings of the concept of the digital placemaking approach. From a practical point of view, we employed AR to provide interactions and information about proposed locations for future public art projects within Mashhad city in this research. We found that experts can be using AR as a powerful tool to evaluate the impact of this way on placemaking or planning to become a smart city. Consequently, this research discusses the potential of the Smart [AR] Mini-Application to address placemaking conceptual aims. In addition, this research concluded that using AR technology could advance knowledge of placemaking; and how this solution could serve as an interactive, dynamic process for more meaningful participatory methods. In this work, as noted within, the application makes use of Mapbox to provide outdoor AR, which enables users’ devices to receive and send their updated locations. In the development phase of the application, RAD model outlines the methodology used to test the research hypotheses, followed by a presentation of the designed AR application and its results. Finally, Mashhad citizens were invited to test the Smart [AR] Mini-Application by placing a famous statue, finding each pinpoint marker and sharing the proposed place. Then the partcipants completed a questionnaire.","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"03 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129007828","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}
{"title":"Data-Driven Discovery of Social Network Dynamics","authors":"Arian Bakhtiarnia, A. Fahim, E. M. Miandoab","doi":"10.1109/SCIOT50840.2020.9250195","DOIUrl":"https://doi.org/10.1109/SCIOT50840.2020.9250195","url":null,"abstract":"In recent years, rigorous mathematical frameworks have been developed for modelling complex networks such as social networks, which can be used to determine several of their properties such as the resilience of the network to external perturbation and the propagation time of signals within them. Several modern algorithms have been proposed in order to identify models of dynamical systems from big data, such as the well-known “sparse identification of nonlinear dynamics (SINDy)” algorithm. We modify this algorithm such that given data regarding the dynamics of a social network, the differential equation that best describes the underlying dynamics of the social network is identified in accordance with the aforementioned mathematical frameworks. Due to the massive growth of the activity within social networks, the efficiency and speed of such algorithms are becoming increasingly crucial. Testing the proposed algorithm on empirical data verifies the accuracy and efficiency of our approach.","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"140 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127275548","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}
{"title":"SCIOT 2020 Index","authors":"","doi":"10.1109/sciot50840.2020.9250191","DOIUrl":"https://doi.org/10.1109/sciot50840.2020.9250191","url":null,"abstract":"","PeriodicalId":287134,"journal":{"name":"2020 4th International Conference on Smart City, Internet of Things and Applications (SCIOT)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126213461","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}