Mining Human Mobility In Location Based Social Networks

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In recent years, there has been a rapid growth of location-based social networking services, such as Foursquare and Facebook Places, which have attracted an increasing number of users and greatly enriched their urban experience. Typical location-based social networking sites allow a user to "check in" at a real-world POI (point of interest, e.g., a hotel, restaurant, theater, etc.), leave tips toward the POI, and share the check-in with their online friends. The check-in action bridges the gap between real world and online social networks, resulting in a new type of social networks, namely location-based social networks (LBSNs). Compared to traditional GPS data, location-based social networks data contains unique properties with abundant heterogeneous information to reveal human mobility, i.e., "when and where a user (who) has been to for what," corresponding to an unprecedented opportunity to better understand human mobility from spatial, temporal, social, and content aspects. The mining and understanding of human mobility can further lead to effective approaches to improve current location-based services from mobile marketing to recommender systems, providing users more convenient life experience than before. This book takes a data mining perspective to offer an overview of studying human mobility in location-based social networks and illuminate a wide range of related computational tasks. It introduces basic concepts, elaborates associated challenges, reviews state-of-the-art algorithms with illustrative examples and real-world LBSN datasets, and discusses effective evaluation methods in mining human mobility. In particular, we illustrate unique characteristics and research opportunities of LBSN data, present representative tasks of mining human mobility on location-based social networks, including capturing user mobility patterns to understand when and where a user commonly goes (location prediction), and exploiting user preferences and location profiles to investigate where and when a user wants to explore (location recommendation), along with studying a user's check-in activity in terms of why a user goes to a certain location.

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Genre : Computers
Author : Huiji Gao
Publisher : Springer Nature
Release : 2022-06-01
File : 99 Pages
ISBN-13 : 9783031019081


Location Based Marketing For Dummies

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Learn to create a two-way dialog with customers with location-based services and smartphones Location-based services (LBS) have started to gain popularity in the marketplace with more and more businesses starting to incorporate LBS into their marketing mix. This book is a necessary resource for anyone eager to create a two-way dialog with their customers in order to establish customer loyalty programs, drive promotions, or encourage new visitors. You'll learn how to successfully build, launch, and measure a location-based marketing program and figure out which location-based services are right for your business. Packed with resources that share additional information, this helpful guide walks you through the tools and techniques needed to measure all the data that results from a successful location-based marketing program. Serves as an ideal introduction to location-based marketing and gets you started building a location-based marketing program Helps you figure out which location-based service (LBS) is right for your business and then integrate LBS with your social graph Details ways to create compelling offers, using location-based marketing as a customer loyalty program, and set performance goals and benchmarks Explains how to use tools to measure your campaign, analyze results, and determine your business's success Includes examples of companies that are successfully using location-based marketing to demonstrate techniques and concepts featured in the book No matter your location, location-based services can benefit your business and this For Dummies book shows you how!

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Genre : Business & Economics
Author : Aaron Strout
Publisher : John Wiley & Sons
Release : 2011-08-10
File : 290 Pages
ISBN-13 : 9781118132050


Digital Social Networks And Travel Behaviour In Urban Environments

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This book brings together conceptual and empirical insights to explore the interconnections between social networks based on Information and Communication Technologies (ICT) and travel behaviour in urban environments. Over the past decade, rapid development of ICT has led to extensive social impacts and influence on travel and mobility patterns within urban spaces. A new field of research of digital social networks and travel behaviour is now emerging. This book presents state-of-the-art knowledge, cutting-edge research and integrated analysis methods from the fields of social networks, travel behaviour and urban analysis. It explores the challenges related to the question of how we can synchronize among social networks activities, transport means, intelligent communication/information technologies and the urban form. This innovative book encourages multidisciplinary insights and fusion among three disciplines of social networks, travel behaviour and urban analysis. It offers new horizons for research and will be of interest to students and scholars studying mobilities, transport studies, urban geography, urban planning, the built environment and urban policy.

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Genre : Science
Author : Pnina O. Plaut
Publisher : Routledge
Release : 2019-10-17
File : 275 Pages
ISBN-13 : 9780429949722


Location Based Social Media

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This book extends current understandings of the effects of using locative social media on spatiality, the experience of time and identity. This is a pertinent and timely topic given the increase in opportunities people now have to explicitly and implicitly share their location through digital and mobile technologies. There is a growing body of research on locative media, much of this literature has concentrated on spatial issues. Research here has explored how locative media and location-based social media (LBSN) are used to communicate and coordinate social interactions in public space, affecting how people approach their surroundings, turning ordinary life “into a game”, and altering how mobile media is involved in understanding the world. This book offers a critical analysis of the effect of usage of locative social media on identity through an engagement with the current literature on spatiality, a novel critical investigation of the temporal effects of LBSN use and a view of identity as influenced by the spatio-temporal effects of interacting with place through LBSN. Drawing on phenomenology, post-phenomenology and critical theory on social and locative media, alongside established sociological frameworks for approaching spatiality and the city, it presents a comprehensive account of the effects of LBSN and locative media use.

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Genre : Social Science
Author : Leighton Evans
Publisher : Springer
Release : 2017-01-23
File : 119 Pages
ISBN-13 : 9783319494722


Mediated Geographies And Geographies Of Media

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This is the first comprehensive volume to explore and engage with current trends in Geographies of Media research. It reviews how conceptualizations of mediated geographies have evolved. Followed by an examination of diverse media contexts and locales, the book illustrates key issues through the integration of theoretical and empirical case studies, and reflects on the future challenges and opportunities faced by scholars in this field. The contributions by an international team of experts in the field, address theoretical perspectives on mediated geographies, methodological challenges and opportunities posed by geographies of media, the role and significance of different media forms and organizations in relation to socio-spatial relations, the dynamism of media in local-global relations, and in-depth case studies of mediated locales. Given the theoretical and methodological diversity of this book, it will provide an important reference for geographers and other interdisciplinary scholars working in cultural and media studies, researchers in environmental studies, sociology, visual anthropology, new technologies, and political science, who seek to understand and explore the interconnections of media, space and place through the examples of specific practices and settings.

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Genre : Social Science
Author : Susan P. Mains
Publisher : Springer
Release : 2015-10-12
File : 459 Pages
ISBN-13 : 9789401799690


Recruiting With Social Media

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Social media can transform the way you recruit. Using Facebook, LinkedIn, Twitter, and other social media platforms, you can connect with great new sources of talent faster and more effectively than ever before. You’ll learn how to use social media to build an open, engaging two-way conversation with potential employees...target job advertising more efficiently and at lower cost...choose the right tools and platforms.... Packed with real case studies and actionable lessons, Recruiting with Social Media will help you recruit quality staff faster and at a lower cost.

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Genre : Business & Economics
Author : Raj Anand
Publisher : Pearson Education
Release : 2010-08-03
File : 230 Pages
ISBN-13 : 9780132119870


Location Analytics For Location Based Social Networks

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Publisher :
Release : 2023
File : 0 Pages
ISBN-13 : 8772101857


The Sage Handbook Of Social Media Research Methods

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The SAGE Handbook of Social Media Research Methods spans the entire research process, from data collection to analysis and interpretation. This second edition has been comprehensively updated and expanded, from 39 to 49 chapters. In addition to a new section of chapters focussing on ethics, privacy and the politics of social media data, the new edition provides broader coverage of topics such as: Data sources Scraping and spidering data Locative data, video data and linked data Platform-specific analysis Analytical tools Critical social media analysis Written by leading scholars from across the globe, the chapters provide a mix of theoretical and applied assessments of topics, and include a range of new case studies and data sets that exemplify the methodological approaches. This Handbook is an essential resource for any researcher or postgraduate student embarking on a social media research project. PART 1: Conceptualising and Designing Social Media Research PART 2: Collecting Data PART 3: Qualitative Approaches to Social Media Data PART 4: Quantitative Approaches to Social Media Data PART 5: Diverse Approaches to Social Media Data PART 6: Research & Analytical Tools PART 7: Social Media Platforms PART 8: Privacy, Ethics and Inequalities

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Genre : Social Science
Author : Anabel Quan-Haase
Publisher : SAGE
Release : 2022-09-02
File : 860 Pages
ISBN-13 : 9781529788884


The Digital City

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Shows how digital media connects people to their lived environments Every day, millions of people turn to small handheld screens to search for their destinations and to seek recommendations for places to visit. They may share texts or images of themselves and these places en route or after their journey is complete. We don’t consciously reflect on these activities and probably don’t associate these practices with constructing a sense of place. Critics have argued that digital media alienates users from space and place, but this book argues that the exact opposite is true: that we habitually use digital technologies to re-embed ourselves within urban environments. The Digital City advocates for the need to rethink our everyday interactions with digital infrastructures, navigation technologies, and social media as we move through the world. Drawing on five case studies from global and mid-sized cities to illustrate the concept of “re-placeing,” Germaine R. Halegoua shows how different populations employ urban broadband networks, social and locative media platforms, digital navigation, smart cities, and creative placemaking initiatives to turn urban spaces into places with deep meanings and emotional attachments. Through timely narratives of everyday urban life, Halegoua argues that people use digital media to create a unique sense of place within rapidly changing urban environments and that a sense of place is integral to understanding contemporary relationships with digital media.

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Genre : Social Science
Author : Germaine R. Halegoua
Publisher : NYU Press
Release : 2020-01-21
File : 279 Pages
ISBN-13 : 9781479882199


Point Of Interest Recommendations In Location Based Social Networks

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Genre : Online social networks
Author : 張家棟
Publisher :
Release : 2015
File : 127 Pages
ISBN-13 : OCLC:959267355