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Comprehensive Survey of Event Detection Techniques in Social Media Streams 社交媒体流中的事件检测技术综述
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9143060
Pramod J. Bide, Sudhir Dhage
{"title":"Comprehensive Survey of Event Detection Techniques in Social Media Streams","authors":"Pramod J. Bide, Sudhir Dhage","doi":"10.1109/ICOEI48184.2020.9143060","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9143060","url":null,"abstract":"In the current years, the reception of net based more life stages are increased, for instance, Twitter, Facebook and their utilization as a component of the regular day to day existence of billions of people round the world. Given the habit of individuals to use these platforms to share thoughts, daily activities and experiences it's not stunning that the quantity of user generated content has reached unprecedented levels, with a considerable a part of that content being associated with real-world events.Event detection on social networking sites is crucial and important task in order to handle the emerging situations and close monitoring of the events. One of the major concern is to tackle the crisis like situations arising through this events. One of the way to control such activities is to detect the hot events on social networking sites as and when arises. Various detection models and techniques are available to detect events. This research focuses on surveying the various such detection models and techniques like Graph based algorithm, Multilayered inverted lists, CBOW model and Skip gram model, Incremental temporal topic model, Hypertext-Induced Topic Search (HITS) based Topic-Decision method (TD-HITS) algorithms, Multi-assignment graph partitioning algorithm. and comparing the performance of these models and algorithms in terms of their average accuracy. It is found that Hypertext-Induced Topic Search (HITS) based Topic-Decision method (TD-HITS) method gives the highest average accuracy and hence performs the best.This paper cover a detailed study of methods for event detection from Social Media that occurs over area and time. This paper highlight numerous event detection techniques and their limitations.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124056845","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
A Low DelayArchitecture for Logarithmic Multiplication 对数乘法的低延迟结构
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9143034
Pavan Kumar Kssrb, S. N, P. S, BhaskaraRaju V, R. R.
{"title":"A Low DelayArchitecture for Logarithmic Multiplication","authors":"Pavan Kumar Kssrb, S. N, P. S, BhaskaraRaju V, R. R.","doi":"10.1109/ICOEI48184.2020.9143034","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9143034","url":null,"abstract":"Scope for advancements in Digital Signal Processing (DSP) applications is going to have an exponential growth in the near future. Digital filters and other devices have multiplication as the primary operation. The overall fastness of any application is dominated by the speed of multiplication. It is also necessary to decrease the delay and complexity of the circuit. In this work, the primary objective is to design efficient multiplication architecture for logarithmic operation. The efficiency is quantified by the amount of delay incurred. It is compared with Improved Operand decomposition (IOD) technique. The entire work is simulated in Modelsim 10.4a. Accuracy of the proposed technique is computed using Python. Synthesis is performed using Vivado2014.4. The hardware targeted is Basys-3Artix-7 Board. The proposed design yields 11.18% less delay than the IOD technique.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124237473","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
Reduction of Power and Delay in Shift Register using MTCMOS Technique 利用MTCMOS技术降低移位寄存器的功耗和延迟
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9143026
Sonam Gour, G. Soni
{"title":"Reduction of Power and Delay in Shift Register using MTCMOS Technique","authors":"Sonam Gour, G. Soni","doi":"10.1109/ICOEI48184.2020.9143026","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9143026","url":null,"abstract":"In the process of large scale integration lot of transistors are implemented in a very minimum area. Combinational logic has very useful in quantum and many industrial designs. Reducing the power and delay is the principle object in VLSI design. Suppressing sub-threshold leakage current in large scale integration is essential for achieving green computing and facilitating the more usage of power electronics. In this paper the shift register is implemented with or without MTCMOS technique. The Cosmos Scope tool is used to analyze the power delay with the simulation in HSPICE. The Shift Register is fabricated by using the 32nm and 45nm BPTM model file. With the help of MTCMOS technique in Shift Register a reduction in leakage power is 44% in 32nm with the applied voltage of 0.7V and 57% in 45nm with the applied voltage of 0.9V. Energy is reduced by the 5% for 0.7V for 32nm and 21% for 0.9V at 45nm.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126823543","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: 6
Improving Ranking in Document based Search Systems 改进基于文档的搜索系统中的排名
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9143047
R. Menon, Jagan Kaartik, E. T. Karthik Nambiar, A. Tk, A. S*
{"title":"Improving Ranking in Document based Search Systems","authors":"R. Menon, Jagan Kaartik, E. T. Karthik Nambiar, A. Tk, A. S*","doi":"10.1109/ICOEI48184.2020.9143047","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9143047","url":null,"abstract":"In this 21st century, where technology is blooming producing tons of data, efficient retrieval techniques are required to manage these loads of data to endow users with the right information. This paper discusses two neural network techniques applied towards ranking in document-based search systems on two distinct scales: semantic similarity and relevance factor. Semantic similarity focuses on retrieving most contextually similar documents based on a query. Experiments using a semantic approach provides information about how well the system can identify word order. Also, in ideal conditions, the performance was better than traditional benchmark ranking models. The relevance factor focuses on building a neural model based on kernel pooling to work for soft match signals. Experiments are conducted using neural models like K-NRM, Pre-trained embedding models, etc, to prove how their ranking efficiency is better than other traditional models like BM25, RankSVM, DRMM.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"48 19","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120821442","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
Prototype Development of a Nano-fiber based Portable Solar Water Purifier System 基于纳米纤维的便携式太阳能净水器系统的原型开发
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9143008
A. Varghese, J. James, M. Mathew, Vinu Koshy Abraham
{"title":"Prototype Development of a Nano-fiber based Portable Solar Water Purifier System","authors":"A. Varghese, J. James, M. Mathew, Vinu Koshy Abraham","doi":"10.1109/ICOEI48184.2020.9143008","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9143008","url":null,"abstract":"This proposed system can purify the dirtiest or even badly odoured water into a usable form, meant for drinking purposes using the Solar energy. It is small in size, light in weight, and also affordable. This system can complete the process of purification within a shorter period. The sediments, minute particles, and even the odour are removed using an activated carbon filter. The bacteria, including the smallest microorganisms and even all forms of chemicals, are expelled using a nanofiber material. The water then undergoes the process of Solar distillation for further purification, where the water is heated in a Solar chamber and is then condensed. The last stage is UV sterilization of the water, thereby fulfilling its purpose for drinking. This device is easily accessible by the ordinary villagers. It is very helpful, even during situations causing disasters like floods, and drought. This system uses a different type of technology, that is, activated carbon filters that have emerged from the charcoal, and also a thin nanofiber membrane emerged from the advanced Nano-technology. This device is a portable system, that is it can be transported to any other place without the need for any external help.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133517226","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
Applying Halstead Software Science on Different Programming Languages for Analyzing Software Complexity 在不同编程语言上应用Halstead软件科学分析软件复杂性
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9142911
Nikhil Govil
{"title":"Applying Halstead Software Science on Different Programming Languages for Analyzing Software Complexity","authors":"Nikhil Govil","doi":"10.1109/ICOEI48184.2020.9142911","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9142911","url":null,"abstract":"In software development, it is crucial that each and every unit of effort must be measurable. If it is not measurable, Software engineers must try to make it measurable. Software metrics are any unit of software product measurement. Software metrics have emerged as an important mechanism to find a significant estimation of software products. This estimation usually includes complexity, effort, size of the code, time consumption, etc. By applying Halstead software science, we can analyze the different complexity factors of a program. This software science can lead us to effective technical as well as managerial decisions. In this paper, Halstead metrics of the program for checking for palindrome number in five different programming languages have been taken and analysis has been presented.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"207 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131943516","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: 5
An Efficient Truncated MAC using Approximate Adders for Image and Video Processing Applications 使用近似加法器的高效截断MAC用于图像和视频处理应用
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9142930
P. Lahari, M. Bharathi, Yasha Jyothi Shirur
{"title":"An Efficient Truncated MAC using Approximate Adders for Image and Video Processing Applications","authors":"P. Lahari, M. Bharathi, Yasha Jyothi Shirur","doi":"10.1109/ICOEI48184.2020.9142930","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9142930","url":null,"abstract":"This paper deals with less delay and area efficient truncated (MAC) multiplier and accumulator unit for Medical image processing, Gaussian and gradient filter applications. Approximate computing plays a essential role in today's increasing world in order to implement error tolerant energy efficient filter Blocks. In addition to this Truncated based design produce less delay to realize the algorithms for image and video processing applications. This paper shows an efficient delay realization of 16X16 truncated MAC unit using proposed approximate adder. The proposed Truncated MAC is simulated and synthesized with Xilinx 14.7 ISE software. It achieves best area and less delay result when compared with previous approximate adder designs.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133823404","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: 12
Paraphrase Detection Using Deep Neural Network Based Word Embedding Techniques 基于深度神经网络的词嵌入技术释义检测
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9142877
Veena Gangadharan, Deepa Gupta, Amritha L, Athira T A
{"title":"Paraphrase Detection Using Deep Neural Network Based Word Embedding Techniques","authors":"Veena Gangadharan, Deepa Gupta, Amritha L, Athira T A","doi":"10.1109/ICOEI48184.2020.9142877","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9142877","url":null,"abstract":"This paper focuses on detecting paraphrase in sentences using different word vectorization techniques and finding which vectorization method is more efficient. Word vectorization is a technique which is used to retrieve information from large collection of textual data like corpus or documents by associating each word as a vector. As the textual data are massive, the problem with the text data is that it need to defined in a form of numbers for solving mathematical problems. There are elementary to composite methods to solve this problem. In this paper we are comparing different word vectorization techniques and they are, Count Vectorizer,Hashing Vectorizer, TF-IDF Vectorizer, fastText, ELMo, GloVe, BERT.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123030907","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: 13
Design and Construction of Low Cost High-Performance Transducer Signal Processing and Data Acquisition System 低成本高性能传感器信号处理与数据采集系统的设计与构建
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9143044
Harshal Katdare, N. Warke, P. Vaidya
{"title":"Design and Construction of Low Cost High-Performance Transducer Signal Processing and Data Acquisition System","authors":"Harshal Katdare, N. Warke, P. Vaidya","doi":"10.1109/ICOEI48184.2020.9143044","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9143044","url":null,"abstract":"In this paper, high performance transducer signal processing and 8 single ended channel Data Acquisition System (DAS) is proposed. Goal of designing system is to provide low cost, light weight, compact, high resolution and low noise interference data acquisition system (DAS). This system is designed using Open-source micro-controller ARM Cortex-M4 series processor TEENSY 3.6 board. Designed system acquires data more accurately with the resolution of 16-bits, real time data acquisition rate up-to 20KHz with user friendly Graphical User Interface (GUI). DAS has capacity of up-to 8 single ended channel input with user selectable channel sequence function.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128698415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Comprehensive and Analytical Review on Optical Fiber Refractive Index Sensor 光纤折射率传感器的综合分析综述
2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) Pub Date : 2020-06-01 DOI: 10.1109/ICOEI48184.2020.9142916
Jayprabha J. Patil, Yogesh H. Patil, Amrit Ghosh
{"title":"Comprehensive and Analytical Review on Optical Fiber Refractive Index Sensor","authors":"Jayprabha J. Patil, Yogesh H. Patil, Amrit Ghosh","doi":"10.1109/ICOEI48184.2020.9142916","DOIUrl":"https://doi.org/10.1109/ICOEI48184.2020.9142916","url":null,"abstract":"Refractive index (RI) of substance, the liquid is an imperative optical measure since it possesses the optical property of substance and liquid. The simple and precise measurement method of the refractive index of transparent liquids plays a crucial role while designing optical instruments also vital in chemical work. It is used in various applications like environmental pollution monitoring, mammalian tissue examination, polymers, and for identifying the concentration of organic substances. Though a lot of people researched optical fiber-based refractive index sensor. But then also the design of the efficient and sensitive sensor is still the most challenging field in optical technology. A comprehensive review has been done and tried to make a comparative study of various existing devices and systems in this field. The challenges and some issues are detected while fabricating and designing respective sensors to be addressed are discussed in this paper as well. The primary purpose of this review paper is to focus on various methodologies and fabrication processes used in designing the sensor.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129239622","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: 11
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