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IEEE Intelligent Systems

Issue 3 • May-June 2017

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Displaying Results 1 - 18 of 18
  • Front Cover 
  • Front Cover

    Publication Year: 2017, Page(s): c1
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  • House Advertisement 
  • Focus on Your Job Search House Advertisement

    Publication Year: 2017, Page(s): c2
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  • Table of Contents 
  • Table of Contents

    Publication Year: 2017, Page(s):1 - 2
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  • Guest Editors' Introduction 
  • Computational Advertising: A Paradigm Shift for Advertising and Marketing?

    Publication Year: 2017, Page(s):3 - 6
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  • Computational Advertising 
  • Utilizing Verbal Intent in Semantic Contextual Advertising

    Publication Year: 2017, Page(s):7 - 13
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (750 KB) | HTML iconHTML

    Existing semantic approaches to contextual advertising effectively match relevant ads to webpages in terms of topical intent. The authors observe, however, that there's still much room for improvement. In this article, they seek to utilize the verbal intent, which complements topical intent, in semantic contextual advertising. Verbal intent describes what a user wants to do, that is, the action pe... View full abstract»

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  • AdScope: Search Campaign Scoping Using Relevance Feedback

    Publication Year: 2017, Page(s):14 - 20
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (604 KB) | HTML iconHTML

    In a search ad campaign, the host search network provides information on expenses and revenue, user clicks, conversions, and search queries issued pre-click. An experienced advertiser goes through these queries and identifies the relevant ones to sharpen and the irrelevant ones to shrink to improve the campaign's reach and scope. With the right scope, the budget can be spent to target relevant use... View full abstract»

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  • A Three-Phase Approach for Exploiting Opinion Mining in Computational Advertising

    Publication Year: 2017, Page(s):21 - 27
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (499 KB) | HTML iconHTML

    A three-phase model for content analysis of product review sites considers in tandem aspects discussed by users on review websites, the opinion polarities associated with such aspects, and user profiles on social networks. View full abstract»

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  • Social Media 
  • Exploring Interpersonal Influence by Tracking User Dynamic Interactions

    Publication Year: 2017, Page(s):28 - 35
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (531 KB) | HTML iconHTML

    As one of the most popular social media platforms today, Twitter provides people with an effective way to communicate and interact with each other. Through these interactions, influence among users gradually emerges and changes people's opinions. Although previous work has studied interpersonal influence as the probability of activating others during information diffusion, they ignore an important... View full abstract»

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  • Mobile Apps 
  • Learning Geographical and Mobility Factors for Mobile Application Recommendation

    Publication Year: 2017, Page(s):36 - 44
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (725 KB) | HTML iconHTML

    With myriad features and functionalities, mobile app users have the option to run different types of apps when they move to different locations. For a specific place, the decision process involved in choosing a mobile app can be complex and influenced by various factors, such as app popularity, user preferences, geographical influences, and user mobility behaviors. Although several researchers hav... View full abstract»

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  • House Advertisement 
  • IEEE Computer Society House Advertisement

    Publication Year: 2017, Page(s): 45
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  • Game Theory 
  • Game-Theoretic Considerations for Optimizing Taxi System Efficiency

    Publication Year: 2017, Page(s):46 - 52
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (596 KB) | HTML iconHTML

    Taxi service is an indispensable part of public transport in modern cities. To support its unique features, a taxi system adopts a decentralized operation mode in which thousands of taxis freely decide their working schedules and routes. Taxis compete with each other for individual profits regardless of system-level efficiency, making the taxi system inefficient and hard to optimize. Most research... View full abstract»

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  • Cyber-Physical-Social Systems 
  • 5G-Enabled Cooperative Intelligent Vehicular (5GenCIV) Framework: When Benz Meets Marconi

    Publication Year: 2017, Page(s):53 - 59
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1737 KB) | HTML iconHTML

    As one of the most popular social media platforms today, Twitter provides people with an effective way to communicate and interact with each other. Through these interactions, influence among users gradually emerges and changes people's opinions. Although previous work has studied interpersonal influence as the probability of activating others during information diffusion, they ignore an important... View full abstract»

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  • Expert Opinion 
  • GAIA: A CAD-Like Environment for Designing Game-Playing Agents

    Publication Year: 2017, Page(s):60 - 67
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1354 KB) | HTML iconHTML

    CAD environments enable designers to construct, evaluate, and revise models of engineering systems. GAIA is a CAD-like environment for designing game-playing agents. Unlike engineering systems, intelligent agents may learn from experience. Thus, in GAIA, the human designer and the intelligent agent cooperate to redesign the agent. In this article, the authors describe three elements of this vision... View full abstract»

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  • Human-Centered Computing 
  • Explaining Explanation, Part 1: Theoretical Foundations

    Publication Year: 2017, Page(s):68 - 73
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (403 KB) | HTML iconHTML

    This is the first in a series of essays that addresses the manifest programmatic interest in developing intelligent systems that help people make good decisions in messy, complex, and uncertain circumstances by exploring several questions: What is an explanation? How do people explain things? How might intelligent systems explain their workings? How might intelligent systems help humans be better ... View full abstract»

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  • Internet of Things 
  • Manufacturing Analytics and Industrial Internet of Things

    Publication Year: 2017, Page(s):74 - 79
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (916 KB) | HTML iconHTML

    Over the last two decades, manufacturing across the globe has evolved to be more intel-ligent and data driven. In the age of industrial Internet of Things, a smart production unit can be perceived as a large connected industrial system of materials, parts, machines, tools, inventory, and logistics that can relay data and communicate with each other. While, traditionally, the focus has been on mach... View full abstract»

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  • Affective Computing and Sentiment Analysis 
  • Aspect-Based Extraction and Analysis of Affective Knowledge from Social Media Streams

    Publication Year: 2017, Page(s):80 - 88
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (544 KB) | HTML iconHTML

    Extracting and analyzing affective knowledge from social media in a structured manner is a challenging task. Decision makers require insights into the public perception of a company's products and services, as a strategic feedback channel to guide communication campaigns, and as an early warning system to quickly react in the case of unforeseen events. The approach presented in this article goes b... View full abstract»

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  • Back Covers 
  • Call for Nominees Education Awards Nominations House Advertisement

    Publication Year: 2017, Page(s): c3
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  • IEEE Computer Society 2017 Call for Major Award Nominations House Advertisement

    Publication Year: 2017, Page(s): c4
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Aims & Scope

IEEE Intelligent Systems serves users, managers, developers, researchers, and purchasers who are interested in intelligent systems and artificial intelligence, with particular emphasis on applications.

Full Aims & Scope

Meet Our Editors

Editor-in-Chief
Daniel Zeng
University of Arizona