Pub Date : 2017-02-01DOI: 10.1109/CIACT.2017.7977266
Amit Sinha, R. K. Isaac
The quality of water is an important aspect of today's time. The standard for drinking water has always been a debatable issue as there are various attributes affect this standard. This paper observes various attributes of water and works with three important attributes such as conductivity, pH value and hardness of water. A fuzzy model is proposed that requires three said inputs and is then simulated in MATLAB. The model gives the percentage of quality of water. A data set consisting of three said attributes is created from various water samples collected from different parts of Uttar Pradesh, India. The result is quite satisfactorily and is validated through government data. The present work may be embedded with several other applications also such as crop sowing and farming etc.
{"title":"An analytical FIS model to check the quality of drinking water","authors":"Amit Sinha, R. K. Isaac","doi":"10.1109/CIACT.2017.7977266","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977266","url":null,"abstract":"The quality of water is an important aspect of today's time. The standard for drinking water has always been a debatable issue as there are various attributes affect this standard. This paper observes various attributes of water and works with three important attributes such as conductivity, pH value and hardness of water. A fuzzy model is proposed that requires three said inputs and is then simulated in MATLAB. The model gives the percentage of quality of water. A data set consisting of three said attributes is created from various water samples collected from different parts of Uttar Pradesh, India. The result is quite satisfactorily and is validated through government data. The present work may be embedded with several other applications also such as crop sowing and farming etc.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128312035","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 : 2017-02-01DOI: 10.1109/CIACT.2017.7977315
Siyu Dong, Hong Zhang
In order to make quantitative research on network traffic, this paper puts forward a kind of prediction algorithm based on the queue length of steady state for FARIMA model, PQSF. The algorithm firstly uses the theory of product solution based on the queue length of steady state to derive node packet queuing situation, then calculates the mathematical formula of the traffic's average queue length when there are failure nodes, and establishes the prediction method combined with FARIMA. Finally, this paper validates the PQSF algorithm by the network simulation. The results show that the algorithm has comparatively good adaptability.
{"title":"An prediction algorithm for network traffic based on the queue length of steady state","authors":"Siyu Dong, Hong Zhang","doi":"10.1109/CIACT.2017.7977315","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977315","url":null,"abstract":"In order to make quantitative research on network traffic, this paper puts forward a kind of prediction algorithm based on the queue length of steady state for FARIMA model, PQSF. The algorithm firstly uses the theory of product solution based on the queue length of steady state to derive node packet queuing situation, then calculates the mathematical formula of the traffic's average queue length when there are failure nodes, and establishes the prediction method combined with FARIMA. Finally, this paper validates the PQSF algorithm by the network simulation. The results show that the algorithm has comparatively good adaptability.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"128 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128170996","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 : 2017-02-01DOI: 10.1109/CIACT.2017.7977285
Nisarg Dave, H. Mistry, J. P. Verma
Computer aided evaluation systems are generally considered objective types of questionnaires. Evaluation based on subjective answer is consider a problem under text analytics, where text answer will be compare with available correct text answer. This paper is emphasizing the issues of computer aided automated assessment and proposing a model for handling these issues. Using such mechanism a faculty can avoid the evaluation process manually. Students can be automatically graded using the application and given a summary report.
{"title":"Text data analysis: Computer aided automated assessment system","authors":"Nisarg Dave, H. Mistry, J. P. Verma","doi":"10.1109/CIACT.2017.7977285","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977285","url":null,"abstract":"Computer aided evaluation systems are generally considered objective types of questionnaires. Evaluation based on subjective answer is consider a problem under text analytics, where text answer will be compare with available correct text answer. This paper is emphasizing the issues of computer aided automated assessment and proposing a model for handling these issues. Using such mechanism a faculty can avoid the evaluation process manually. Students can be automatically graded using the application and given a summary report.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132479555","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 : 2017-02-01DOI: 10.1109/CIACT.2017.7977336
Mohammad Ahmad, A. K. Jha, Sitaram Jana, K. Kumar
This paper proposes and analyzes the performance of a grid connected multilevel inverter topology with step up transformer for battery and Solar PV (SPV) as a dc source. The simulation is done in SIMULINK/ MATLAB Software. The RMS inverter output voltage at transformer's secondary side is kept slightly higher than the RMS grid voltage and the power transfer to the grid is controlled by controlling the phase lag angle of grid with respect to the inverter. It is shown that when the phase lag angle of the grid is changed, the THD in grid current, RMS grid current, active power and reactive power changes while RMS voltage at transformer primary & secondary and output voltage THD remains approximately the same. The simulation is done for battery as well as Solar PV and found that the results are approximately same. This paper shows that if the phases lag angle increases, the grid current THD reduces and RMS grid current increases. The simulation results with the variation of phase angle are tabulated and the variations of THD, P and Q with phase angle are shown graphically. These results are compared with those obtained from mathematical analysis and found to be in agreement.
{"title":"Simulation and performance analysis of a grid connected multilevel inverter considering either battery or solar PV as DC input sources","authors":"Mohammad Ahmad, A. K. Jha, Sitaram Jana, K. Kumar","doi":"10.1109/CIACT.2017.7977336","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977336","url":null,"abstract":"This paper proposes and analyzes the performance of a grid connected multilevel inverter topology with step up transformer for battery and Solar PV (SPV) as a dc source. The simulation is done in SIMULINK/ MATLAB Software. The RMS inverter output voltage at transformer's secondary side is kept slightly higher than the RMS grid voltage and the power transfer to the grid is controlled by controlling the phase lag angle of grid with respect to the inverter. It is shown that when the phase lag angle of the grid is changed, the THD in grid current, RMS grid current, active power and reactive power changes while RMS voltage at transformer primary & secondary and output voltage THD remains approximately the same. The simulation is done for battery as well as Solar PV and found that the results are approximately same. This paper shows that if the phases lag angle increases, the grid current THD reduces and RMS grid current increases. The simulation results with the variation of phase angle are tabulated and the variations of THD, P and Q with phase angle are shown graphically. These results are compared with those obtained from mathematical analysis and found to be in agreement.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131712360","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 : 2017-02-01DOI: 10.1109/CIACT.2017.7977264
Saru, M. Bhusry, Ketki
With the speedy expansion of e-commerce, more and more products are sold on the Web, and so many people are also purchasing products online. In order to enhance customer satisfaction and shopping experience, it has become a common practice for online merchants to enable their customers to review or to express opinions on the products that they have purchased. This work also displays an investigation of existing co-extracting algorithm and models are utilized to concentrate opinion targets and opinion words. Next, a graph-based co-ranking algorithm is used to extract opinion targets and opinion words. Also we are going to calculate relations between words, such as topical relations, in Opinion Relation Graph using TWTM (Topical Word Trigger Model). TWTM models topic specific word triggers, which are more discriminative. Hence TWTM is able to bridge the vocabulary gap between document content and key phrases more precisely.
{"title":"A new approach towards co-extracting opinion-targets and opinion words from online reviews","authors":"Saru, M. Bhusry, Ketki","doi":"10.1109/CIACT.2017.7977264","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977264","url":null,"abstract":"With the speedy expansion of e-commerce, more and more products are sold on the Web, and so many people are also purchasing products online. In order to enhance customer satisfaction and shopping experience, it has become a common practice for online merchants to enable their customers to review or to express opinions on the products that they have purchased. This work also displays an investigation of existing co-extracting algorithm and models are utilized to concentrate opinion targets and opinion words. Next, a graph-based co-ranking algorithm is used to extract opinion targets and opinion words. Also we are going to calculate relations between words, such as topical relations, in Opinion Relation Graph using TWTM (Topical Word Trigger Model). TWTM models topic specific word triggers, which are more discriminative. Hence TWTM is able to bridge the vocabulary gap between document content and key phrases more precisely.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124990723","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 : 2017-02-01DOI: 10.1109/CIACT.2017.7977352
Deepali Kamthania
ANN model for systems using active solar technique including photovoltaic panel and solar collectors has been designed. A simulation program using ANN has been designed for hybrid photovoltaic thermal facade to predict various thermal and electrical performance parameters. The multilayer ANN model has been developed using back propagation algorithm. Testing and training the ANN model have been performed using data of five cities of India having different climatic conditions. The results are compared with the analytical values and are in fair agreement with ANN values. For sustainability of environment carbon credit earned by system has also been taken into consideration.
{"title":"Reliable facades for sustainable environment","authors":"Deepali Kamthania","doi":"10.1109/CIACT.2017.7977352","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977352","url":null,"abstract":"ANN model for systems using active solar technique including photovoltaic panel and solar collectors has been designed. A simulation program using ANN has been designed for hybrid photovoltaic thermal facade to predict various thermal and electrical performance parameters. The multilayer ANN model has been developed using back propagation algorithm. Testing and training the ANN model have been performed using data of five cities of India having different climatic conditions. The results are compared with the analytical values and are in fair agreement with ANN values. For sustainability of environment carbon credit earned by system has also been taken into consideration.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122537665","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 : 2017-02-01DOI: 10.1109/CIACT.2017.7977344
R. Khanna, R. Mehra, Chandni
The Radars have been using the composition of digital and analog beamforming. In the analog beamforming at the output of phase shifters the sub-arrays are digitized. But such type of systems languishes with immured bandwidth and will not be capable to constitute concurrent beam. While in case of digital beamforming there are some assistance like broad bandwidth waveforms and concurrent beams at peculiar angles, frequencies and waveforms. These types of techniques were also costly in the previous years. But as per the presence of numerous multipliers in the field programmable gate arrays(FPGA) and converters it is in reach. In this paper, the implementation of fractional delay filter(FD) using partially serial architecture is done. It is further simulated with ISE using devices, SPARTAN-3ADSP and VIRTEX 5. In the end, the analogy of SPARTAN-3ADSP based XC3SD1800ACS484-4 device with VIRTEX 5 based XC5VLX50TFF1136-3 is shown. The result shows that the fractional delay filter on VIRTEX 5 is 128.94 times faster than SPARTAN-3ADSP.
{"title":"FPGA based implementation of pulsed radar with time delay in digital beamforming using partially serial architecture","authors":"R. Khanna, R. Mehra, Chandni","doi":"10.1109/CIACT.2017.7977344","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977344","url":null,"abstract":"The Radars have been using the composition of digital and analog beamforming. In the analog beamforming at the output of phase shifters the sub-arrays are digitized. But such type of systems languishes with immured bandwidth and will not be capable to constitute concurrent beam. While in case of digital beamforming there are some assistance like broad bandwidth waveforms and concurrent beams at peculiar angles, frequencies and waveforms. These types of techniques were also costly in the previous years. But as per the presence of numerous multipliers in the field programmable gate arrays(FPGA) and converters it is in reach. In this paper, the implementation of fractional delay filter(FD) using partially serial architecture is done. It is further simulated with ISE using devices, SPARTAN-3ADSP and VIRTEX 5. In the end, the analogy of SPARTAN-3ADSP based XC3SD1800ACS484-4 device with VIRTEX 5 based XC5VLX50TFF1136-3 is shown. The result shows that the fractional delay filter on VIRTEX 5 is 128.94 times faster than SPARTAN-3ADSP.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131542133","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 : 2017-02-01DOI: 10.1109/CIACT.2017.7977319
Ziyi Su, Yong Peng, Fuyong Ge, Changda Song, Fangyuan Ma, F. Biennier
This paper presents a functional design of a ‘information flow analysis’ service that provides information/data owner with a explicit and end-to-end provenance recording of information/data usage and redissemnation among entities in a collaborative context of Mobile Cloud. The core idea is to identify data exchanged among nodes in the business process. BPEL-defined business process is used as a study case. Experiments show the service to scale well with complex processes and to have trivial performance impact when deployed with an orchestration service.
{"title":"Collaboration-oriented information flow analysis and control for Mobile Cloud","authors":"Ziyi Su, Yong Peng, Fuyong Ge, Changda Song, Fangyuan Ma, F. Biennier","doi":"10.1109/CIACT.2017.7977319","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977319","url":null,"abstract":"This paper presents a functional design of a ‘information flow analysis’ service that provides information/data owner with a explicit and end-to-end provenance recording of information/data usage and redissemnation among entities in a collaborative context of Mobile Cloud. The core idea is to identify data exchanged among nodes in the business process. BPEL-defined business process is used as a study case. Experiments show the service to scale well with complex processes and to have trivial performance impact when deployed with an orchestration service.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134472792","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 : 2017-02-01DOI: 10.1109/CIACT.2017.7977283
Prashant Kumar, M. Biswas
With the growth of the internet and the increasing importance of emails in our daily lives, spams have become a common phenomenon posing serious threats, as it gives rise to undesired emails. Image spam is a type of email spam in which the textual message is embedded within an image presenting it as a picture. This paper proposes a Support Vector Machine (SVM) with Gaussian kernel based classifier for detection of spam. In our experiment, we have used publicly available datasets with SVM with Gaussian kernel based classifier showing that our approach gives good performance over considered classifiers for measurement of F-measure, recall, accuracy and precision.
{"title":"SVM with Gaussian kernel-based image spam detection on textual features","authors":"Prashant Kumar, M. Biswas","doi":"10.1109/CIACT.2017.7977283","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977283","url":null,"abstract":"With the growth of the internet and the increasing importance of emails in our daily lives, spams have become a common phenomenon posing serious threats, as it gives rise to undesired emails. Image spam is a type of email spam in which the textual message is embedded within an image presenting it as a picture. This paper proposes a Support Vector Machine (SVM) with Gaussian kernel based classifier for detection of spam. In our experiment, we have used publicly available datasets with SVM with Gaussian kernel based classifier showing that our approach gives good performance over considered classifiers for measurement of F-measure, recall, accuracy and precision.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114392699","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 : 2017-02-01DOI: 10.1109/CIACT.2017.7977301
Abhishek Goyal
It has been a revolutionary change in the world with the invent of Big data even mentioned as the next Big Thing[1]. This Paper derives out implementation of Big data on the grounds of capitalism and socialism. Bifurcation of different sectors are defined in these domains and reviews the amount of work being done in said fields. Enough research is done in some particular domain, still some are lagging behind where big data can bring out pragmatic results. Paper also covers, with so many work being done, Still a huge research & improvement is required on data acquisition as a major challenge.
{"title":"Impact study of big data on capitalism and socialism","authors":"Abhishek Goyal","doi":"10.1109/CIACT.2017.7977301","DOIUrl":"https://doi.org/10.1109/CIACT.2017.7977301","url":null,"abstract":"It has been a revolutionary change in the world with the invent of Big data even mentioned as the next Big Thing[1]. This Paper derives out implementation of Big data on the grounds of capitalism and socialism. Bifurcation of different sectors are defined in these domains and reviews the amount of work being done in said fields. Enough research is done in some particular domain, still some are lagging behind where big data can bring out pragmatic results. Paper also covers, with so many work being done, Still a huge research & improvement is required on data acquisition as a major challenge.","PeriodicalId":218079,"journal":{"name":"2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT)","volume":"33 1-2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116723784","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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