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检索条件"丛书名=Learning and Analytics in Intelligent Systems"

共 229 条记录，以下是131-140 订阅

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LDA Based Approach for Topic Description from Spoken Audio Content 1

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作者： Kagalkar, Ramesh M. Simpi, Shashank Kittur, Suyodh Nayak, Vishrut Kashinath Department of CSE KLE College of Engineering and Technology Karnataka Dist.Belagavi Chikodi India

ISBN: (数字)9783030469436

ISBN: (纸本)9783030469429;9783030469450

Language is an important way of communication for people and is expressed in both written and speech form. The idea of this paper is on computing the framework for speech recognition wherever information required is to be made available in short time span. The input taken is in spoken audio form and the output derived is text description. In this system analysis of audio content is performed and then classified into text description. It has two sections, Training and Testing, Where in training section, the process of feature extraction of audio content is performed and are stored in database, in the testing section matches the features and provides the text description of the audio content. Further by applying topic modelling method and the summary of audio file is derived. This system uses database of 50 domain audio samples, with each domain contains 5 audio samples. The performance of the system is measured in terms of processing time and recognition. This system is considered to be high accuracy rate as compared to conventional method. Hence we derived accuracy rate of the system is up to 89.12%. © 2020, Springer Nature Switzerland AG.

关键词： Discrete cosine transforms

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Approach for the Prevention of Audio Piracy 1

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作者： Mussady, Avantika Ray, Parichita Bal, Sauvik Department of Computer Science and Engineering University of Engineering & Management Jaipur Rajasthan Jaipur India

ISBN: (数字)9783030423636

ISBN: (纸本)9783030423629;9783030423650

Idea behind this approach deals with the attainment and utilization of multimedia files which includes songs, videos, stories, lectures etc. from unauthorized source and is termed as Online Piracy. Yes, piracy is illegal, and is one of the most commonly faced issue in today’s era of the multimedia files being available exclusively on websites. These users extricate stream of content illegally and when asked why the most popular reason that comes up is people find it hard to wait for the release, the cost is high and they are unwilling to pay in exchange of the media content, etc. They put effort on finding and accessing such unlicensed content through various websites. This paper provides an approach which can be used to keep a check on the rate of online piracy of multimedia files, using the basic encryption followed by advanced decryption. © 2020, Springer Nature Switzerland AG.

关键词： Websites

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intelligent Data Mining for Collaborative Information Seeking 1

引用

作者： Kumar, Abhinav Chandrasekaran, K. Shukla, Anupam Usha, D. Department of Computer Science and Engineering Indian Institute of Information Technology Pune India Department of Computer Science and Engineering National Institute of Technology Karnataka Surathkal India Department of Computer Science and Enigneering St. Joseph’s Engineering College Vamanjoor Mangalore India

ISBN: (数字)9783030469436

ISBN: (纸本)9783030469429;9783030469450

World Wide Web (WWW) contains different kinds of information whether it be social, educational, historical, sports, news, financial, weather, technology, politics etc. Most of the people spend time on the internet to access data for information seeking purposes. Information provided on the web is available in different formats like in text format, image format or video format, and they can be accessed through different access interfaces. Accessing information from such a large place i.e. World Wide Web through so many websites would become a very cumbersome process, therefore, in this paper, we present a new method which will produce information based on the user input using appropriate keywords. The data will be retrieved from the internet using Data Mining approach without the need for rules and training of pages. The main focus will be to extract or retrieve data of a person like educational qualifications, gender, contact information, contributions in his work, his/her social nature, etc. The query to be searched on the platform or model should have meaningful keywords attached to it best describing the person or else data of some different person might be fetched. © 2020, Springer Nature Switzerland AG.

关键词： Data mining

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Collaborative Cloud Computing for Resource Sharing Platform in Multiple Clouds 1

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作者： Saritha, K. Manorama Devi, B. S.V Degree and PG College A.P Anantapur India KSRM College of Engineering A.P Kadapa India

ISBN: (数字)9783030469436

ISBN: (纸本)9783030469429;9783030469450

The Collaborative Cloud Computing, where overall people from cloud storage facilities fits in with the various clients are used as a piece of supportive manner to offer organizations to different consumers distributed over the world. The suitable to the equivalent features of connections in Collaborative CC, the issues associated to handling resource and prominence must have ability to guarantee the powerful and perceptive execution of CCC. The stated kind results are specified in past studies and uniting these dual schemes which offer problem for attaining the features of CCC. Nearby the past resource and perception organization strategies are still insufficient. By assigning one reputed assessment for each and every node, the frameworks can’t see the prominence of a partner in assigning the independent resources. Selecting the best-reputed nodes and samples are fizzled to disclose center point in choosing resource to suitable use of benefits in a system and to fulfill customer’s various requirements. Clients or consumers will feel necessity for various features and quality components and those quality variables essentially acceptable by the projected stage. After analysation, we proposed a Collaborative CC stage "Harmony" it deals with resource organization and reputation organization. The stage contains three sorts of keys: Integrated multi-reputation organization, multi-quality of service oriented resource determination as well as the cost assisted inability resource organization need to be control. The copy of data has to be assembled from online business stage and also data must be fetched through different databanks. © 2020, Springer Nature Switzerland AG.

关键词： Quality of service

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Career Recommendation for the Undergraduate Students Using Content Based Filtering Method 1

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作者： Santhosh Kumar, R. Prakash, N. Department of Information Technology B.S.Abdur Rahman Crescent Institute of Science and Technology Chennai Vandalur India

ISBN: (数字)9783030469436

ISBN: (纸本)9783030469429;9783030469450

Every year the numbers of graduates are keep on increasing in India. The recent survey said that 96% of the students are not employed. This is due to the lack of satisfying the industry needs. It shows that there is a gap between student’s skill sets and the industry needs. The students are gaining enormous skills but they may not suit for industrial needs. There should be a proper guidance needed by the student to get training on the needed skills of the industries in the right time. Most of the existing research work focuses on recommending the career after completing the degree. In this paper, a new career recommendations system using content based filtering method is proposed for the pre-final year students. The proposed work involves the analysis of industrial requirements and needed skill sets to recommend the suitable career to the students. The system is empirically studied for engineering college students. The results shows that 90% of accuracy in the recommendations of career to the students. © 2020, Springer Nature Switzerland AG.

关键词： Students

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Model-Based Testing for MQTT Applications 1

引用

作者： Tanabe, Kotaro Tanabe, Yoshinori Hagiya, Masami University of Tokyo Tokyo Japan Tsurumi University Yokohama Japan National Institute of Informatics Tokyo Japan

ISBN: (数字)9783030539498

ISBN: (纸本)9783030539481;9783030539511

Model-based testing is a widely-used vital technique for testing software running in a complex environment. In this paper, we propose extensions to existing model-based tools to apply this technique to software that employs the MQ Telemetry Transport (MQTT) protocol for transmitting messages, commonly used in the Internet of Things (IoT) environment. First, in the finite state machine used for generating test cases in a model-based testing framework, we introduce a type of transition that is triggered when receiving MQTT messages. Second, we extend the finite-state machine so that it produces test cases that reflect the characteristics of IoT software – a large number of relatively simple devices communicate with servers. Third, the concept of time is introduced into the finite state machine. Naturally, this is necessary for verifying the properties of software that runs for a long time. Moreover, to facilitate such verification, both real-time and virtual time are introduced. We implemented these extensions into a model-based testing tool, Modbat, and conducted a small experiment to confirm the feasibility, gaining positive results. © 2020, The Author(s).

关键词： Internet of things

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Six Wheeled All Terrain Multipurpose Vehicle 1

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作者： Hossain, Mohammad Quazi Raaheeb Azim, Mehdi Chowdhury, Tadib Prince, Abhijit Saha Ahmed, Mashfique Khan, Md. Nasfikur R. Department of Electrical and Electronic Engineering Independent University Bangladesh Dhaka Bangladesh

ISBN: (数字)9783030423636

ISBN: (纸本)9783030423629;9783030423650

This paper reflects the vision of designing a rover that can help people out in life threatening situations. The rover has both the mobility and ability to move on different terrain. The aim was to create a rover that would have 90-degree freedom on its front wheels having its own multi suspension it can move on to any sort of terrain like rough surfaces, broken roads, muddy terrain but most importantly can climb stairs. The rover is implemented with 6 wheels for its movement. The front 4 wheels acts as climbers while the other 2 rear wheels acts as support and holds the weight of the rover. The rover is programmed in such a way that allows the rover to turn and also letting the rover have superior maneuverability by allowing it to rotate 360° at one spot instantly. The rover being able to move on such harsh terrain will give the user an advantage to help out people in need from a distance without risking his/her own life. Practical usage of this rover could be by the fire fighters, military, bomb squad and many more. Due to making the rover light weight and cost effective PVC pipes has been used for constructing the base frame and structure. © 2020, Springer Nature Switzerland AG.

关键词： Cost effectiveness

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Changes in Industry-Academia-Government Collaboration Using the Regional Development Process Model for Information systems 1

引用

作者： Kunieda, Takayuki Yamada, Satoru Kometani, Yusuke Gotoda, Naka Yaegashi, Rihito Faculty of Engineering and Design Kagawa University Saiwaicho 1-1 Kagawa Takamatsu760-8521 Japan RICOH Co. Ltd. Nakamagome 1-3-6 Tokyo Ota-ku143-8555 Japan

ISBN: (数字)9783030539498

ISBN: (纸本)9783030539481;9783030539511

Kagawa University has jointly developed a regional problem-solving information system with Ricoh Co., Ltd. These are Advertising Display Printer System (KadaPos), Travel Diary Generation/Printing System (KaDiary) and Tourist Guidebook Generating/Printing System (KadaPam). These information systems were developed by combining Ricoh’s image matching technology and print control technology with the information system development technology of Kagawa University. These systems were developed based on the "Kagawa-type development process model". The model is composed of "extraction of regional problems", "planning solutions for problems", "development of prototype systems to verify solutions" and "demonstration experiments using prototype systems". In this paper, we describe the practice of the "Kagawa-type development process model" in the development processes of KadaPos, KaDiary and KadaPam. The practice of regional problem-solving information system development based on "Kagawa-type development process model" shows that there is a certain effect in the development of regional problem-solving information system and technology verification in enterprises. Furthermore, as a result of advancing three development examples in accordance with the "Kagawa-type development process model," industry-academia-government collaboration changed. This paper describes the effectiveness of the "Kagawa-type development process model" and the resulting changes in industry-academia-government collaboration. © 2020, Springer Nature Switzerland AG.

关键词： Information systems

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An Overview of Adopting Cloud Computing in E-learning systems 1

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作者： Al-Rousan, Thamer Al-Shargabi, Bassam Alzyoud, Faisal Faculty of Information Technology Isra University Amman Jordan Faculty of Information Technology Middle East University Amman Jordan

ISBN: (数字)9783030385019

ISBN: (纸本)9783030385002;9783030385033

Education institutions continue to hunt for chances of enhancing the methods of operating and managing their resources. Cloud computing is a modern technology which promises to present opportunities for delivering a wild range of computing services such as software, platform, and infrastructure;in a way that has not been practiced before. Integrating cloud computing into e-learning systems has several advantages and challenges. In this study, we will analyze the effect of cloud computing on e-learning and explore the main factors that made cloud computing to be an attractive method to e-learning systems. © 2020, Springer Nature Switzerland AG.

关键词： Cloud computing

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A Study of Mechanism Design for C2C Service Based on Multi-agent Simulation 1

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作者： Izumisawa, Takuya Katsumata, Yuki Yamada, Akira Research Laboratories NTT Docomo Inc. 3-6 Hikari-no-oka Kanagawa Yokosuka-shi239-8536 Japan

ISBN: (数字)9783030539498

ISBN: (纸本)9783030539481;9783030539511

In Consumer-to-Consumer (C2C) services where individuals provide their own idle assets to other individuals, the number of trouble incidents between individuals is increasing. These incidents arise because individuals act inappropriately (defection strategy) when providing or using assets against the will of the counterpart. One goal for C2C services is to activate the market by increasing the number of individuals who take appropriate action (cooperation strategy). Toward this end, we propose a mechanism that achieves the desired cooperation rate. The number of individuals who follow the cooperation strategy will increase as incentives are increased, and there is a trade-off between the achievable cooperation rate and incentives. The purpose of this study is to clarify the conditions that achieve the desired cooperation rate with fewer incentives. Simulation results show that the proposed mechanism increases the number of individuals who follow the cooperation strategy and that incentives contribute to achieving the desired cooperation rate rather than penalties. © 2020, Springer Nature Switzerland AG.

关键词： Machine design

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