2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)最新文献_第10页

A Framework for Automatic Generation of FAQs from Email Repositories 一个从电子邮件库自动生成常见问题的框架

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8614894

Shiney Jeyaraj, Raghuveera Tripuraribhatla

{"title":"A Framework for Automatic Generation of FAQs from Email Repositories","authors":"Shiney Jeyaraj, Raghuveera Tripuraribhatla","doi":"10.1109/IEMCON.2018.8614894","DOIUrl":"https://doi.org/10.1109/IEMCON.2018.8614894","url":null,"abstract":"In many organizations, enquiry emails from customers remain unanswered due to lack of patience and availability of a respondent. Generating FAQs from email repositories with lot of enquiry emails will be beneficial. However, manual generation of FAQs by experts is a time consuming and strenous job. Hence automatic generation of FAQs is a necessity. Automatic generation of FAQs require effective categorization of emails which is challenging since the emails are written by different people with heterogenous cognition levels. In this paper, we propose a framework using Non-negative Matrix Factorization (NMF) and k-means that groups emails into clusters which can be used for FAQ generation. The proposed framework determines not only the broad topic under which the emails have to be tagged but also categorizes the emails into clusters with similar sub contents. The number of clusters was determined by the elbow method whereas the number of topics was fixed by calculating the percentage of relevant topics. The average Silhouette coefficient score of the resulting clusters was found to be 0.52 indicating reasonably good clusters. Also, the Silhouette coefficient score of the proposed method increased by 36.82 % compared to k-means.","PeriodicalId":368939,"journal":{"name":"2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125747231","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: 1

Cost Solving Model in Computation Offloading Decision Algorithm 计算卸载决策算法中的代价求解模型

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8615089

Mi Swe Zar Thu, Ei Chaw Htoon

引用次数: 6

To Compare and Optimization of Tool Wear Rate Using Electric Discharge Machining for Industrial Control 工业控制电火花加工刀具磨损率的比较与优化

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8614936

Prince Chawla, Supinderiit Singh Kang

引用次数: 0

A Facial Expression Recognition Approach Using DCNN for Autistic Children to Identify Emotions 基于DCNN的自闭症儿童面部表情识别方法

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8614802

Md Inzamam Ul Haque, Damian Valles

引用次数: 33

Monitoring Upper-Limb Activity Based on Radio Frequency Time-of-Flight Distance Measurement 基于射频飞行时间距离测量的上肢活动监测

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8614849

Jordan Lui, Alex Naylor, M. Zhou, Mahta Khoshnam, Neha Chhatre, A. Mahanfar, C. Menon

{"title":"Monitoring Upper-Limb Activity Based on Radio Frequency Time-of-Flight Distance Measurement","authors":"Jordan Lui, Alex Naylor, M. Zhou, Mahta Khoshnam, Neha Chhatre, A. Mahanfar, C. Menon","doi":"10.1109/IEMCON.2018.8614849","DOIUrl":"https://doi.org/10.1109/IEMCON.2018.8614849","url":null,"abstract":"Unobtrusive human motion tracking has been facilitated by realizing various sensing technologies in the form of a network of wearable sensors. These sensors are well-suited for applications that call for continuous or tele-motion tracking, nevertheless, the research for characterizing their performance in different applications is ongoing. The study presented in this paper explores the potential of constructing a wearable sensor system based on radio frequency time-of-flight distance measurement for monitoring activities of upper limbs. In this regard, a prototype sensor is developed and experimentally characterized. The performance of the system is then evaluated in an elbow flexion-extension scenario and it is shown that the system can be easily calibrated for use in different environments and is able to estimate the hand distance from body with an accuracy of 4.66 cm. This preliminary study is presented as a proof-of-concept that designing a wearable sensor system based on radio frequency time-of-flight distance measurement is feasible and can be a potential solution for telemonitoring of upper limb activity in a free-living environment.","PeriodicalId":368939,"journal":{"name":"2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123501197","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: 0

Fault-Tolerant Privacy-Preserving Block Aggregation Scheme With Straw-Man Construction 具有稻草人构造的容错保护隐私块聚合方案

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8614832

Anirudha Bhaskar

引用次数: 0

Blockchain Adoption for Monitoring and Management of Enterprise Networks 采用区块链监控和管理企业网络

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8614960

P. Helebrandt, Matej Bellus, M. Ries, I. Kotuliak, V. Khilenko

{"title":"Blockchain Adoption for Monitoring and Management of Enterprise Networks","authors":"P. Helebrandt, Matej Bellus, M. Ries, I. Kotuliak, V. Khilenko","doi":"10.1109/IEMCON.2018.8614960","DOIUrl":"https://doi.org/10.1109/IEMCON.2018.8614960","url":null,"abstract":"Mass application of blockchain technology is becoming reality. Adopting blockchain to enterprise network is innovative approach. It brings novel solution for increasing network security and improved efficiency of network maintenance. Key feature of blockchain is storing data securely in encrypted chains of blocks. It is a distributed database processing continuously growing list of transactions. This feature makes blockchain extremely resistant to unauthorized modifications of stored data. Application of blockchain for network monitoring and management facilitates secure and distributed medium for configuration of network nodes. Furthermore, all modifications in configuration of devices are traceable in blockchain and configuration recovery after incident is rather simple and transparent. In this paper we introduce architecture for monitoring and managing enterprise networks through private blockchain. Using blockchain, any change is attributable to administrator as in traditional network management with AAA implemented, but in addition rollback to previous configuration is simple. Using blockchain instead of traditional network management approaches built on database, distributed nature of blockchain removes single point of failure and simplify management of distributed networks. Our solution utilizes blockchain for secure dissemination of configuration changes to network nodes. Proof of concept of our solution was validated with Hyperledger Composer in our Cisco Lab.","PeriodicalId":368939,"journal":{"name":"2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123747556","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: 20

Smart Irrigation System Using Arduino and GSM Module 基于Arduino和GSM模块的智能灌溉系统

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8614839

Himadri Nath Saha, Tanishq Banerjee, S. Saha, Ayush Das, Arjun Dutta, Anirup Roy, Samabrit Kund, Arghyadyuti Patra, Arkodip Neogi, Smita Bandyopadhyay, Sampriti Das, Niloy Chakravorty

{"title":"Smart Irrigation System Using Arduino and GSM Module","authors":"Himadri Nath Saha, Tanishq Banerjee, S. Saha, Ayush Das, Arjun Dutta, Anirup Roy, Samabrit Kund, Arghyadyuti Patra, Arkodip Neogi, Smita Bandyopadhyay, Sampriti Das, Niloy Chakravorty","doi":"10.1109/IEMCON.2018.8614839","DOIUrl":"https://doi.org/10.1109/IEMCON.2018.8614839","url":null,"abstract":"The steady increasing requirement for food requires rapid development in food production technology. There is a wide range of crops and plants with different varieties. Various crops and plants have different requirements for water, fertilizers and sunlight. In a country like India, much of the economy is based on agriculture. India thrives on agriculture and farmers work day and night for the best productivity of crops. But they might be having problems in farming during natural hazards and the scheduled watering of the crops can get hampered. The main reason is lack of rain and shortcoming of land reservoir water. The continuous water removal results in the reduction of water from the earth's surface. As a result this leads to the increase of uncultivated land. Water wastage is also a big concern that the world faces. Nowadays water shortage is increasing day by day as a result saving water is also a topic of concern nowadays. Therefore smart irrigation system has been proposed and designed so that the plants or crops can be supplied with water in a proper time interval.","PeriodicalId":368939,"journal":{"name":"2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131487883","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

Verifying Measurements of Reference Signal Received Power (RSRP) on LTE Network using an App on Android Smartphones 基于Android智能手机的LTE网络参考信号接收功率(RSRP)测量验证

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8614748

Hazza Al-Shamisi, Humaid Al-Shamsi, I. Kostanic, J. Zec

引用次数: 2

Artificial Swarm Intelligence employed to Amplify Diagnostic Accuracy in Radiology 人工群智能用于提高放射学诊断准确性

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2018-11-01 DOI: 10.1109/IEMCON.2018.8614883

Louis B. Rosenberg, M. Lungren, S. Halabi, G. Willcox, David Baltaxe, Mimi Lyons

{"title":"Artificial Swarm Intelligence employed to Amplify Diagnostic Accuracy in Radiology","authors":"Louis B. Rosenberg, M. Lungren, S. Halabi, G. Willcox, David Baltaxe, Mimi Lyons","doi":"10.1109/IEMCON.2018.8614883","DOIUrl":"https://doi.org/10.1109/IEMCON.2018.8614883","url":null,"abstract":"Swarm Intelligence (SI) is a biological phenomenon in which groups of organisms amplify their combined brainpower by forming real-time systems. It has been studied for decades in fish schools, bird flocks, and bee swarms. Recent advances in networking and AI technologies have enabled distributed human groups to form closed-loop systems modeled after natural swarms. The process is referred to as Artificial Swarm Intelligence (ASI) and has been shown to significantly amplify group performance. The present research applies ASI technology to the field of medicine, exploring if small groups of networked radiologists can improve their diagnostic accuracy when reviewing chest X-rays for the presence of pneumonia. Performance data was collected for individual radiologists generating diagnoses alone, as well as for small groups of radiologists working together to generate diagnoses as a real-time ASI system. Diagnoses were also collected from a state-of-the-art deep learning system (CheXNet) developed at Stanford University. Results showed that small groups of networked radiologists, when working as a real-time ASI system, were significantly more accurate than the individual radiologists on their own, reducing diagnostic errors by 33%. Results also showed that small groups of networked radiologists, when working as an ASI system, were significantly more accurate (22%) than a state-of-the-art deep learning system (CheXNet).","PeriodicalId":368939,"journal":{"name":"2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116622647","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: 44