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International Conference on Computation, Automation and Knowledge Management (ICCAKM)

作者： S. Umamaheswari K. Harikumar Electronics and Communication Engineering Kumaraguru College of Technology

ISBN: (数字)9781728106663

ISBN: (纸本)9781728106670

This paper further enhances the techniques and chronological methods in order to perform the corresponding manipulation and further prediction analysis. We have acquired a real time dataset based on the twitter user's comments sections. The uniqueness of the dataset is that we have extracted only the particular comments which syntheses a particular word based on the product. Then further repetitive extraction is made in order to complete the dataset. Our dataset has three columns based on the ideology that the particular user or our focused subject has enhanced any detail about the product that we are observing. In this precise dataset we have taken the subject about the products usage by the users that have been manufactured by the companies Google and Apple. Both technology giants have well versed their technology reign in this era and their further focused in their upcoming cyber projects and their products will be more advanced in future. As they are in involved in further optimization in their devices and increasing their specifications. It would be complex task to accomplish their project without the feedback, pros and cons of their predecessor projects. They can extract such features from twitter api dataset and they could further enhance their product. They could analyze the drawback, whether the product has reached the market and came out with success all type of this information can be extracted from social media instead of conducting a survey. Such process would be more hectic classification and we cannot predict any accurate results. So we proceed with the social media Data mining Process.

关键词： application program interfaces data mining social networking (online) application programming interfaces Dataset Social Media data mining TWITTER Consumers ideology

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Automated Ensembling of Features from Android applications for Malware Detection

Automated Ensembling of Features from Android Applications f...

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International Conference on Cutting-edge Technologies in Engineering (ICon-CuTE)

作者： Pradeep Kumar Tiwari T Velayutham Central Research Laboratory Bharat Electronics Ltd. Bangalore

ISBN: (纸本)9781728100012

Android malwares are proliferating in the public spaces like never before. The urge of the adversaries to collect user data through various means to establish a pattern or behaviour is ever growing. The malwares have become sophisticated to label them as good or bad. In this paper, we try to establish a good set of features from Android applications to label them as benign or malware. We have developed a framework to automatically extract features via stationary, static and dynamic analysis of the Android applications. Pre-static analysis include application meta-data from playstore and Android manifest from application. Static analysis of the application comprises flow-droid's source-sink identification, api to permission mapping and n-gram statistical analysis. Dynamic analysis of the application is performed using Google's droidbox and monitoring the system calls. The features are exported in a general format and can act a input to a learning based model for application classification.

关键词： Android (operating system) application program interfaces invasive software learning (artificial intelligence) mobile computing pattern classification smart phones statistical analysis Invasive software application programming interfaces Androids Methyltestosterone Smartphone Pattern recognition Mobile Computing Statistical methods Statistical analysis Spyware Dynamic analysis user data Data analysis

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Pervasive Games as Web-applications: a Case Study based on a Laser Game

Pervasive Games as Web-applications: a Case Study based on a...

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Consumer Communications and Networking Conference, CCNC IEEE

作者： Giovanni Delnevo Diego Pergolini Luca Passeri Silvia Mirri University of Bologna Two Year Master in Computer Science and Engineering University of Bologna

ISBN: (数字)9781728138930

ISBN: (纸本)9781728138947

With the amazing success of PokemonGo, pervasive games have definitely caught the attention of the entire world. Their game experience is characterized by the fusion of real and virtual elements. In order to be able to extend the virtual world into the real one, such games have to access the mobile devices sensors like GPS and camera. For this reason, they are implemented as native or hybrid mobile applications. Contrary to this trend, in this paper we present Shoot Them All, a pervasive game implemented as a web application. In Shoot Them All, players have to hit the opponents, trying, at the same time, not to get hit. The battlefield is the real world, while the guns are virtual, as an extension of players' mobile devices. We were able to successfully developed such a game thanks to the availability of Javascript APIs that allow to access and manage device sensors. The success of this case study highlight how these technologies are mature enough, opening the door to web pervasive games.

关键词： application program interfaces computer games Internet mobile computing application programming interfaces Game theory Computer Games Mobile Computing Internets Video Games automatic game Hunting Game animals Shoots Virtual Case studies Guns web applications Real number

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A Preliminary Study on Synchronized Collaborative Design Based on Heterogeneous CAD Systems

A Preliminary Study on Synchronized Collaborative Design Bas...

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The 8th International Conference on Computer Supported Cooperative Work in Design(第八届计算机支持的协同工作设计国际会议)(CSCWD2004)

作者： Min Li Youdong Yang Jie Li Shuming Gao State Key Laboratory of CAD&CG Zhejiang University (310027)

ISBN: (纸本)0780379411

This paper introduces a preliminary research work ofsynchronized collaborative design based onheterogeneous CAD systems. By analyzing several typicalCAD systems, we set up a number of neutral commandscorresponding to the basic modeling operations of CADsystems. Based on the neutral commands, communicationbetween heterogeneous CAD systems is ***, synchronized collaborative design isrealized by real-time capturing and transferring ofmodeling operations between distributed heterogeneousCAD systems.A protoype of synchronized collaborativedesign is developed based on two common CAD systemsMDT and SOLIDWORKS with their APIs and VC++. Thepreliminary test results show the proposed approachpromising.

关键词： groupware product design CAD application program interfaces product development synchronized collaborative design heterogeneous CAD systems neutral commands modeling operations distributed heterogeneous systems CAD systems MDT SOLIDWORKS API VC++

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Security threats of application programming interface (API's) in internet of things (IoT) communications

Security threats of application programming interface (API's...

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4th Smart Cities Symposium (SCS 2021)

作者： S. Altayaran W. Elmedany University of Bahrain Bahrain

As technology grows, more and more devices are connected. Most of these devices are called the Internet of Things (IoT). IoT is expanding in various domains, from general health care and massive industrial operation devices such as cars to intelligent devices and mobility for environment monitoring and home automation such as intelligent cameras, smart doorbells, and vacuums. Furthermore, in public and private sectors, to become a well-known object of everyday life. Nowadays, there are 6 billion devices on the Internet. With this spreading, IoT's cybersecurity becomes a critical aspect protecting it and its sensitive data from different attacks. This paper will present a comprehensive view of the IoT application layer security concerns and attacks, focusing on one of the critical attacks conducted on this layer, vulnerabilities in the application programming interfaces (APIs) in IoT devices, APIs in IoT are the communication points between IoT devices and the internet. Moreover, this paper will cover how APIs communicate through IoT devices, and the attacks that target the APIs.

关键词： application program interfaces Internet computer network security Internet of Things

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Object Recognition with Machine Learning: Case Study of Demand-Responsive Service

Object Recognition with Machine Learning: Case Study of Dema...

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IEEE International Conference on Internet of Things and Intelligence System (IOTAIS)

作者： Pei-Jung Lin Stephen Hung Shing Fai Steven Lam Bo Ching Chen Hungkuang University Taichung Taiwan Hungkuang University

ISBN: (纸本)9781728125176

To assist the disabled, a system was developed and designed to provide passenger transport services for disabled persons in wheelchairs. Machine-learning image-recognition technology was applied to provide accessible bus rides for the disabled. Based on the video footage at the bus stop, this system can judge whether there are wheelchair riders in the waiting area. YOLOv3, a real-time image-recognition model, was used for object recognition and notification. By combining LINE with the Flask Web application framework, it helps the disabled transmit messages and actively notifies bus drivers. The API server was established using the Flask framework. When the system at the bus stop detects the disabled, the images of the disabled waiting for the bus are transmitted to the server, and the images and related messages are transmitted in real time to the users through the LINE Message API. Passengers can also use the LINE chatbot to enter keywords to confirm the real-time location of the bus. The dynamic bus information comes from the Open Data of the Bureau of Transportation. The LINE BOT API program was developed using the PyCharm tool and then transmitted to the Heroku cloud platform for deployment. The LINE BOT API provides real-time wheelchair image recognition, and receives notifications and bus information queries through the LINE chatbot. The main contributions of this study are the use of artificial intelligence (AI) technology to provide solutions to facilitate bus rides for the disabled and to improve the quality of barrier-free transport services in modern society.

关键词： application program interfaces assisted living cloud computing electronic messaging handicapped aids human computer interaction image recognition Internet learning (artificial intelligence) object recognition query processing road vehicles traffic enginee object recognition application programming interfaces Disabled Persons electronic mail LINE Image recognition handicapped aids computer human interaction road vehicles Motor buses query analysis Cloud Computing bus station Internets notification

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Menu mash-up

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Information Professional 2007年第5期4卷 32-32页

作者： Bradbury, D.

Parents have told you not to play with your food, but what's appropriate at the dinner table isn't necessarily applicable elsewhere. Modern culture thrives on mixing things together to create new flavours. It happened with music, and then with video, and now we're seeing it with online services. 'Mash-ups' are the latest buzzword in software development, and they are predicated on on mixing together Internet experiences that would previously have been consumed separately. Mash-ups are based on one of the fundamental tenets of Web 2.0 technology: that data contributed by a Web site's users should be easy for those users to consume in different forms. This philosophy drove sites such as Google, Flickr and Amazon to provide open application programming interfaces (APIs). "Mash-ups are about letting the user do the integration and filter their data all on their own. "Asynchronous Java and XML (AJAX) is one popular technology, enabling Web 2.0 users to manipulate online information without having to make multiple time-consuming queries to the server, as traditional HTML-based forms do. (3 pages).

关键词： Multimedia menu mash-up General utility programs data integration application program interfaces Information networks hypermedia markup languages Internet software development Software engineering techniques asynchronous Java Web sites Java open application programming interfaces XML Object-oriented programming data filtering Web 2.0 technology software engineering

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