Pub Date : 2020-12-04DOI: 10.1109/SMART50582.2020.9337076
Vidhu Baggan, P. Sarangi, D. Prasad, Jyoti Snehi
Network routing depends primarily on connectivity, which demands the insurance from protocol standards that even if one network path disconnects, the alternate path should be available in no time with minimum packet loss. The Network Path Restoration (NPR) mechanism is required after any link/node failure occurs in a network. These failures are frequent in core networks and must be handled in a quick and efficient manner with minimum packet loss. In this paper, it is proposed that augmenting Border Gateway Protocol (BGP) with Multiprotocol Label Switching (MPLS) technology can enhance the NPR mechanism with minimum packet loss. This research work made a significant contribution to NPR. In this study, hybridization of approaches have been performed to design a new mechanism for NPR.
{"title":"Augmenting Border Gateway Protocol with Multi-protocol Label Switching for Enhancing Network Path Restoration","authors":"Vidhu Baggan, P. Sarangi, D. Prasad, Jyoti Snehi","doi":"10.1109/SMART50582.2020.9337076","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9337076","url":null,"abstract":"Network routing depends primarily on connectivity, which demands the insurance from protocol standards that even if one network path disconnects, the alternate path should be available in no time with minimum packet loss. The Network Path Restoration (NPR) mechanism is required after any link/node failure occurs in a network. These failures are frequent in core networks and must be handled in a quick and efficient manner with minimum packet loss. In this paper, it is proposed that augmenting Border Gateway Protocol (BGP) with Multiprotocol Label Switching (MPLS) technology can enhance the NPR mechanism with minimum packet loss. This research work made a significant contribution to NPR. In this study, hybridization of approaches have been performed to design a new mechanism for NPR.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127750687","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 : 2020-12-04DOI: 10.1109/SMART50582.2020.9337115
B. Shirole, L. Vishwamitra
In today's scenario cloud computing in growing concept in the computer and information technology field for storing the data. Because on the physical storage device whatever the huge amount of data which is sensitive or confidential that cannot be stored. So the cloud computing comes into the picture for storing the data as per their requirement. But if we store the data on cloud it will be easily accessible to all and the confidentiality of that data is not maintained. So for that purpose we are going make the data on the cloud to be secure with the help of cryptography. In this Paper we talk about earlier work in this field of encryption algorithm and the key issues for encrypting the data and decoding the data in cloud environment and proposed the objectives for improving the encryption algorithm and key issues which would help to store the data in cloud environment securely and efficiently. The paper proposed the defined objectives for the secrecy of the data in the storage of cloud computing environment which is the main aspect of our paper.
{"title":"Review Paper on Data Security in Cloud Computing Environment","authors":"B. Shirole, L. Vishwamitra","doi":"10.1109/SMART50582.2020.9337115","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9337115","url":null,"abstract":"In today's scenario cloud computing in growing concept in the computer and information technology field for storing the data. Because on the physical storage device whatever the huge amount of data which is sensitive or confidential that cannot be stored. So the cloud computing comes into the picture for storing the data as per their requirement. But if we store the data on cloud it will be easily accessible to all and the confidentiality of that data is not maintained. So for that purpose we are going make the data on the cloud to be secure with the help of cryptography. In this Paper we talk about earlier work in this field of encryption algorithm and the key issues for encrypting the data and decoding the data in cloud environment and proposed the objectives for improving the encryption algorithm and key issues which would help to store the data in cloud environment securely and efficiently. The paper proposed the defined objectives for the secrecy of the data in the storage of cloud computing environment which is the main aspect of our paper.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126835464","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 : 2020-12-04DOI: 10.1109/SMART50582.2020.9336797
Annu Singh, S. Joshi
The escalating demand for higher data rate and to provide service to multiple users simultaneously has increased the challenge of efficient spectrum utilization. The two important technologies required in 5G is Mmwave and Massive MIMO to use the benefit of wider bandwidth of mmwave and to mitigate interference using Massive MIMO Technology. In this paper we compare the BER (Bit Error Rate) of different LR (Lattice Reduction) aided Massive MIMO detection technique at 28GHz frequency. We use the QR decomposition as a preprocessing step in the entire MIMO detector. LRA (Lattice Reduction Aided) detectors performance-complexity tradeoff factor δ, (δ=3/4). Scattering Channel Model is used with 100 numbers of scatterers. We employ the different MIMO configuration, modulation techniques, multiple number of users, single and multiple data stream per user to compare and analyze the BER (Bit Error Rate) results. The results are analyzed for Brun's algorithm, Lenstra Lenstra Lovasz (LLL) algorithm, Complex LLL(CLLL) algorithm, Fixed Complexity LLL (fc-LLL) Algorithm, Efficient LLL(ELLL) Algorithm, Possible Swap LLL Algorithm (PSLLL), Greedy LLL algorithm, and LLL-MMSE algorithm.
{"title":"BER Analysis of Different Lattice Reduction Aided Multi User-Massive MIMO Detection Techniques","authors":"Annu Singh, S. Joshi","doi":"10.1109/SMART50582.2020.9336797","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9336797","url":null,"abstract":"The escalating demand for higher data rate and to provide service to multiple users simultaneously has increased the challenge of efficient spectrum utilization. The two important technologies required in 5G is Mmwave and Massive MIMO to use the benefit of wider bandwidth of mmwave and to mitigate interference using Massive MIMO Technology. In this paper we compare the BER (Bit Error Rate) of different LR (Lattice Reduction) aided Massive MIMO detection technique at 28GHz frequency. We use the QR decomposition as a preprocessing step in the entire MIMO detector. LRA (Lattice Reduction Aided) detectors performance-complexity tradeoff factor δ, (δ=3/4). Scattering Channel Model is used with 100 numbers of scatterers. We employ the different MIMO configuration, modulation techniques, multiple number of users, single and multiple data stream per user to compare and analyze the BER (Bit Error Rate) results. The results are analyzed for Brun's algorithm, Lenstra Lenstra Lovasz (LLL) algorithm, Complex LLL(CLLL) algorithm, Fixed Complexity LLL (fc-LLL) Algorithm, Efficient LLL(ELLL) Algorithm, Possible Swap LLL Algorithm (PSLLL), Greedy LLL algorithm, and LLL-MMSE algorithm.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126958794","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 : 2020-12-04DOI: 10.1109/SMART50582.2020.9336790
M. Gupta, Rahul Kumar, S. Kumari
In this paper, we study the pitfalls of Qiu et al.'s protocol proposed for session initiation protocol and also suggest amendment in it. We reveal that their protocol has a mistake in the mechanism of establishing the session key between the user and the server. Because of this, their protocol cannot achieve mutual authentication. The scheme also suffers from a replay attack. To recover these problems in their protocol, we propose an amended protocol to provide better security and achieve mutual authentication. The informal security analysis shows the superiority of the improved protocol over Qiu et al.'s protocol.
{"title":"Flaws and Amendment in an ECC-based Authentication Scheme for SIP","authors":"M. Gupta, Rahul Kumar, S. Kumari","doi":"10.1109/SMART50582.2020.9336790","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9336790","url":null,"abstract":"In this paper, we study the pitfalls of Qiu et al.'s protocol proposed for session initiation protocol and also suggest amendment in it. We reveal that their protocol has a mistake in the mechanism of establishing the session key between the user and the server. Because of this, their protocol cannot achieve mutual authentication. The scheme also suffers from a replay attack. To recover these problems in their protocol, we propose an amended protocol to provide better security and achieve mutual authentication. The informal security analysis shows the superiority of the improved protocol over Qiu et al.'s protocol.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131003035","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 : 2020-12-04DOI: 10.1109/SMART50582.2020.9336804
Nupur Mittal, Imran Khan, S. Shukla
An important concern for LPF with switchable attributes at baseband is to select a appropriate filter structure. Among the different approaches three approaches are prominently used named LC ladder simulation biquad cascade and multiple loop feedback (MLF). This study aimed at comparative analysis of three different low pass filter approaches. The filters are realized using Biquad Technique, ladder technique and MLF approach. Simulations are done using different CMOS technology. In this paper a comparison is made using different parameters. In general, the results prove that a good agreement between all the three approaches usng SPICE simulations.
{"title":"Comparative Analysis of Reconfigurable Low Pass Filter using Biquad Active, Ladder Gm-C and Multiple Loop Feedback Techniques","authors":"Nupur Mittal, Imran Khan, S. Shukla","doi":"10.1109/SMART50582.2020.9336804","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9336804","url":null,"abstract":"An important concern for LPF with switchable attributes at baseband is to select a appropriate filter structure. Among the different approaches three approaches are prominently used named LC ladder simulation biquad cascade and multiple loop feedback (MLF). This study aimed at comparative analysis of three different low pass filter approaches. The filters are realized using Biquad Technique, ladder technique and MLF approach. Simulations are done using different CMOS technology. In this paper a comparison is made using different parameters. In general, the results prove that a good agreement between all the three approaches usng SPICE simulations.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117158378","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 : 2020-12-04DOI: 10.1109/SMART50582.2020.9337080
A. Agarwal, Y. Arya, Gaurav Agarwal, S. Agarwal, K. K. Gola
Productivity level has been no doubt increased in every field, let it be agriculture. New technologies have replaced traditional work culture. But still a lot of work is left in order to perform precision agriculture, which means more production using less products or manpower. Many researchers have proposed many decision support systems to achieve this target. These automatic agricultural decision-making systems improve the decision making of farmers and also will manage and maintain the agricultural field in a better way. In this paper, we have proposed a Decision support system for the irrigation process in order to make precision agriculture. The system takes values from sensors and deals with parameters like temperature, humidity, PH value etc. We have used a fuzzy controller and implementation is performed on Matlab.
{"title":"A Fuzzy Based Decision Support System for Irrigation Process in Precision Agriculture","authors":"A. Agarwal, Y. Arya, Gaurav Agarwal, S. Agarwal, K. K. Gola","doi":"10.1109/SMART50582.2020.9337080","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9337080","url":null,"abstract":"Productivity level has been no doubt increased in every field, let it be agriculture. New technologies have replaced traditional work culture. But still a lot of work is left in order to perform precision agriculture, which means more production using less products or manpower. Many researchers have proposed many decision support systems to achieve this target. These automatic agricultural decision-making systems improve the decision making of farmers and also will manage and maintain the agricultural field in a better way. In this paper, we have proposed a Decision support system for the irrigation process in order to make precision agriculture. The system takes values from sensors and deals with parameters like temperature, humidity, PH value etc. We have used a fuzzy controller and implementation is performed on Matlab.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"517 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133464374","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 : 2020-12-04DOI: 10.1109/SMART50582.2020.9337091
Shital D. Kadam, V. Panchade
Solar or PV cell based energy has been the most well-known wellsprings of sustainable power source for private and business applications. Variances of sunlight based vitality reaped because of barometrical conditions can be moderated through vitality stockpiling frameworks. Sun oriented vitality can likewise be utilized to charge the batteries of electric vehicle (EV) to diminish the reliance on the AC network. One of the converter used for PV cell based applications is to have a minimum number of changes organizes and give segregation. Impedance (Z) -source inverter topology can evacuate numerous stages and accomplish voltage lift and DC-AC power converter in a solitary stage. The utilization of uninvolved parts likewise displays a chance to incorporate vitality stockpiling frameworks (ESS) into them. This suggested paper presents displaying, plan and activity of an adjusted Modified Z-source inverter incorporated with a split essential confined battery charger for charging of electric vehicles (EV).
{"title":"Designing of Photovoltaic Cell Based Modified Impedance (Z)-Source Integrated Electric Vehicle DC Charger/ Inverter","authors":"Shital D. Kadam, V. Panchade","doi":"10.1109/SMART50582.2020.9337091","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9337091","url":null,"abstract":"Solar or PV cell based energy has been the most well-known wellsprings of sustainable power source for private and business applications. Variances of sunlight based vitality reaped because of barometrical conditions can be moderated through vitality stockpiling frameworks. Sun oriented vitality can likewise be utilized to charge the batteries of electric vehicle (EV) to diminish the reliance on the AC network. One of the converter used for PV cell based applications is to have a minimum number of changes organizes and give segregation. Impedance (Z) -source inverter topology can evacuate numerous stages and accomplish voltage lift and DC-AC power converter in a solitary stage. The utilization of uninvolved parts likewise displays a chance to incorporate vitality stockpiling frameworks (ESS) into them. This suggested paper presents displaying, plan and activity of an adjusted Modified Z-source inverter incorporated with a split essential confined battery charger for charging of electric vehicles (EV).","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"174 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122987396","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 : 2020-12-04DOI: 10.1109/SMART50582.2020.9337074
Rupali Gill, Jaiteg Singh
“People do well to express what they want, what they like, or how much they will pay for something. But they do not really know where that value comes from, or how and when it is influenced by such things as store demonstrations or products.” With the growing trend of studying consumer behavior, a study called neuro-marketing can be applied on previous findings related to neuroscience to get an idea of marketing strategies. To obtain feedback about a product from various e-commerce sites sentiment and opinion mining of neurons can be carried out. This helps a user to predict emotions, to extract opinions from the internet and predict customer's preferences by applying various neuromarketing techniques. The paper provides a review of various neuromarketing and emotion analysis techniques to study marketing behavior.
{"title":"A Review of Neuromarketing Techniques and Emotion Analysis Classifiers for Visual-Emotion Mining","authors":"Rupali Gill, Jaiteg Singh","doi":"10.1109/SMART50582.2020.9337074","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9337074","url":null,"abstract":"“People do well to express what they want, what they like, or how much they will pay for something. But they do not really know where that value comes from, or how and when it is influenced by such things as store demonstrations or products.” With the growing trend of studying consumer behavior, a study called neuro-marketing can be applied on previous findings related to neuroscience to get an idea of marketing strategies. To obtain feedback about a product from various e-commerce sites sentiment and opinion mining of neurons can be carried out. This helps a user to predict emotions, to extract opinions from the internet and predict customer's preferences by applying various neuromarketing techniques. The paper provides a review of various neuromarketing and emotion analysis techniques to study marketing behavior.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"253 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121686972","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 : 2020-12-04DOI: 10.1109/SMART50582.2020.9337066
Himanshu Sharma, J. Singh
The performance in terms of energy efficient and low latency allocations of the cloud computing scenarios to reduce the failures of the processes is not an easy task. Many factors are needed to be considered. In cloud computing which is measure of data and communication knowledge that accomplished to achieve the effectual usage of assets and energy. The data centers in a static manner represent a massive proportion of the corporations' energy rate subsequently the procedure is uninterruptedly growing. Ever since this matter took communication, the number of inquiries on energy effectiveness and the green field has been increasing. Green cloud computing characterizes a clarification to allow corporations and users to practice the cloud and all its benefits while sinking the negative environmental effect and general costs over energy effectiveness, carbon track and e-waste lessening. Applications and performance to make firms more ecological strong are being established or arranged on a daily basis. Different characteristics are treated in establishments to accomplish green cloud computing. This paper put more light on different techniques to attain green computing and its efficiency in the real world.
{"title":"The Effectual Real- Time Processing using Green Cloud Computing: A Brief Review","authors":"Himanshu Sharma, J. Singh","doi":"10.1109/SMART50582.2020.9337066","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9337066","url":null,"abstract":"The performance in terms of energy efficient and low latency allocations of the cloud computing scenarios to reduce the failures of the processes is not an easy task. Many factors are needed to be considered. In cloud computing which is measure of data and communication knowledge that accomplished to achieve the effectual usage of assets and energy. The data centers in a static manner represent a massive proportion of the corporations' energy rate subsequently the procedure is uninterruptedly growing. Ever since this matter took communication, the number of inquiries on energy effectiveness and the green field has been increasing. Green cloud computing characterizes a clarification to allow corporations and users to practice the cloud and all its benefits while sinking the negative environmental effect and general costs over energy effectiveness, carbon track and e-waste lessening. Applications and performance to make firms more ecological strong are being established or arranged on a daily basis. Different characteristics are treated in establishments to accomplish green cloud computing. This paper put more light on different techniques to attain green computing and its efficiency in the real world.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124009357","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 : 2020-12-04DOI: 10.1109/SMART50582.2020.9337099
N. S. Devi, K. Sharmila
Online news in social networks disseminate with rapidness, and the verity of such news remains to be a domain to be indagated with meticulousness. Web and the articulations on internet itself have proved to be the breeding grounds for spreading a fake news that could mislead the readers. While some may be frivolous, certain others have caused alarming vandalism in a precarious manner. Therefore, detection of fake news is becoming an inevitable process to be established, and unsheathes widespread suggestion and responsiveness from sectors where one thinks it is least expected from. The previous work apropos to this area of scrutinization had pivoted on the sentiment cognized sham percipience which as more bump on the fallacious article prediction where some of the work engrossed on the source of article and the elegance of writing the article which will not precise the fallacious of the article. However this paper focuses on the analysis of identifying and extracting the feigned features of the fabricated article, and determine the efficacious techniques used to approximate the characteristics to mitigate inter-dependability. Thus, producing bankable results that eliminate the reliance of attributes on the fallacious news. The comparison of the simulation outcomes evince that the generalized approximation of the contrived sham is notably appreciable through the sentiment cognizance deep learning methodology. The fallacious articulations are also scrutinized further using the VADER (Valence Aware Dictionary and sentiment Reasoner) tool to obtain more precise results. The simulations are carried out successfully, and the results have been obtained that lucidly depict that this process can be applied to divulge the authenticity of an article.
社交网络上的网络新闻传播迅速，新闻的真实性仍然是一个需要细致衡量的领域。事实证明，网络和互联网上的言论本身就是传播虚假新闻的温床，可能会误导读者。虽然有些人可能是轻浮的，但有些人却以危险的方式造成了令人震惊的破坏行为。因此，假新闻的检测正在成为一个不可避免的建立过程，并从人们认为最不期望的部门中释放出广泛的建议和回应。先前关于这一审查领域的工作主要集中在情感认知的虚假感知上，这更多地影响了文章的谬误预测，其中一些工作集中在文章的来源和写作的优雅上，这不会精确地判断文章的谬误。然而，本文重点分析了制造物品的伪造特征的识别和提取，并确定了用于近似特征以减轻相互依赖性的有效技术。因此，产生可靠的结果，消除对虚假新闻属性的依赖。仿真结果的比较表明，通过情感认知深度学习方法，对人工假动作的广义近似是显著的。还使用VADER (Valence Aware Dictionary and sentiment Reasoner)工具进一步仔细检查错误的发音，以获得更精确的结果。仿真结果表明，该方法可用于商品真伪鉴别。
{"title":"Juxtapose of Sentiment Cognized Deep Learning Approach for Sham Percipience on Social Media","authors":"N. S. Devi, K. Sharmila","doi":"10.1109/SMART50582.2020.9337099","DOIUrl":"https://doi.org/10.1109/SMART50582.2020.9337099","url":null,"abstract":"Online news in social networks disseminate with rapidness, and the verity of such news remains to be a domain to be indagated with meticulousness. Web and the articulations on internet itself have proved to be the breeding grounds for spreading a fake news that could mislead the readers. While some may be frivolous, certain others have caused alarming vandalism in a precarious manner. Therefore, detection of fake news is becoming an inevitable process to be established, and unsheathes widespread suggestion and responsiveness from sectors where one thinks it is least expected from. The previous work apropos to this area of scrutinization had pivoted on the sentiment cognized sham percipience which as more bump on the fallacious article prediction where some of the work engrossed on the source of article and the elegance of writing the article which will not precise the fallacious of the article. However this paper focuses on the analysis of identifying and extracting the feigned features of the fabricated article, and determine the efficacious techniques used to approximate the characteristics to mitigate inter-dependability. Thus, producing bankable results that eliminate the reliance of attributes on the fallacious news. The comparison of the simulation outcomes evince that the generalized approximation of the contrived sham is notably appreciable through the sentiment cognizance deep learning methodology. The fallacious articulations are also scrutinized further using the VADER (Valence Aware Dictionary and sentiment Reasoner) tool to obtain more precise results. The simulations are carried out successfully, and the results have been obtained that lucidly depict that this process can be applied to divulge the authenticity of an article.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122537462","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：