首页 > 最新文献

International Workshop on Location and the Web最新文献

英文 中文
Binding privacy rules to location on the web 将隐私规则绑定到网络上的位置
Pub Date : 2009-04-04 DOI: 10.1145/1507136.1507139
Alissa Cooper, John B. Morris
As a tool for mitigating the potential privacy risks of gathering and transmitting location information on the Web, we suggest in this paper a model for conveying location information together with privacy rules to govern the use of that information. Binding privacy rules to the conveyance of location information is one useful tool to help developers build location-based systems and services that comport with the concept of fair information practices (FIPs)---a set of widely accepted principles that create a basis for privacy-protective systems. We offer as a model one fully developed set of standards for binding location data conveyed across IP networks to privacy rules.
作为一种减少在网络上收集和传输位置信息的潜在隐私风险的工具,我们在本文中提出了一种传输位置信息的模型以及管理该信息使用的隐私规则。将隐私规则绑定到位置信息的传输是一个有用的工具,可以帮助开发人员构建符合公平信息实践(FIPs)概念的基于位置的系统和服务。公平信息实践是一组被广泛接受的原则,为隐私保护系统奠定了基础。我们提供了一套完全开发的标准作为模型,用于将IP网络上传输的位置数据绑定到隐私规则中。
{"title":"Binding privacy rules to location on the web","authors":"Alissa Cooper, John B. Morris","doi":"10.1145/1507136.1507139","DOIUrl":"https://doi.org/10.1145/1507136.1507139","url":null,"abstract":"As a tool for mitigating the potential privacy risks of gathering and transmitting location information on the Web, we suggest in this paper a model for conveying location information together with privacy rules to govern the use of that information. Binding privacy rules to the conveyance of location information is one useful tool to help developers build location-based systems and services that comport with the concept of fair information practices (FIPs)---a set of widely accepted principles that create a basis for privacy-protective systems. We offer as a model one fully developed set of standards for binding location data conveyed across IP networks to privacy rules.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122042700","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}
引用次数: 3
The connected traveler: using location and personalization on mobile devices to improve transportation 互联旅行者:利用移动设备的定位和个性化来改善交通
Pub Date : 2009-04-04 DOI: 10.1145/1507136.1507145
C. Manasseh, Katherine Ahern, R. Sengupta
In this paper we present the connected traveler architecture that allows mobile users to personalize the delivery of transportation related content. The widespread use of mobile devices and the increasing availability of wireless internet present an opportunity for transportation engineers to deliver mobility and safety content to the drivers, pedestrians and public transit users. Connectedtraveler.org enables this technology by combining the location of the mobile user with pre-defined personalized profiles to improve user experience.
在本文中,我们提出了一个连接的旅行者架构,它允许移动用户个性化运输相关内容的交付。移动设备的广泛使用和无线互联网的日益普及为交通工程师提供了一个向司机、行人和公共交通用户提供移动性和安全性内容的机会。Connectedtraveler.org通过将移动用户的位置与预定义的个性化配置文件相结合来改善用户体验,从而实现了这项技术。
{"title":"The connected traveler: using location and personalization on mobile devices to improve transportation","authors":"C. Manasseh, Katherine Ahern, R. Sengupta","doi":"10.1145/1507136.1507145","DOIUrl":"https://doi.org/10.1145/1507136.1507145","url":null,"abstract":"In this paper we present the connected traveler architecture that allows mobile users to personalize the delivery of transportation related content. The widespread use of mobile devices and the increasing availability of wireless internet present an opportunity for transportation engineers to deliver mobility and safety content to the drivers, pedestrians and public transit users. Connectedtraveler.org enables this technology by combining the location of the mobile user with pre-defined personalized profiles to improve user experience.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114306279","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}
引用次数: 12
Exploring future challenges for haptic, audio and visual interfaces for mobile maps and location based services 探索移动地图和定位服务的触觉、音频和视觉界面的未来挑战
Pub Date : 2009-04-04 DOI: 10.1145/1507136.1507144
Charlotte Magnusson, Konrad Tollmar, S. Brewster, T. Sarjakoski, L. Sarjakoski, Samuel Roselier
In this article we give an overview of some challenges in how to make geospatial information more useable and accessible. We also suggest a roadmap for dealing with these challenges -- and introduce a new EU project HaptiMap.
在本文中,我们概述了如何使地理空间信息更加可用和可访问的一些挑战。我们还提出了应对这些挑战的路线图,并引入了一个新的欧盟项目HaptiMap。
{"title":"Exploring future challenges for haptic, audio and visual interfaces for mobile maps and location based services","authors":"Charlotte Magnusson, Konrad Tollmar, S. Brewster, T. Sarjakoski, L. Sarjakoski, Samuel Roselier","doi":"10.1145/1507136.1507144","DOIUrl":"https://doi.org/10.1145/1507136.1507144","url":null,"abstract":"In this article we give an overview of some challenges in how to make geospatial information more useable and accessible. We also suggest a roadmap for dealing with these challenges -- and introduce a new EU project HaptiMap.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127493621","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}
引用次数: 36
Geographical perspectives on location for location based services 基于位置的服务的地理视角
Pub Date : 2009-04-04 DOI: 10.1145/1507136.1507141
A. Edwardes
In this position paper the question of how location is employed in location based services (LBS) is considered. The importance of the notion of location is highlighted as a means of blurring the boundary between forms of experiences that are direct, and sensed in the environment, and those that are indirect, and learned from information. It is suggested that current methods for modeling location are limited by their lack of strong theoretical underpinning. To help bridge this gap the notions of Space, Place, and Region, from geographical theory, are proposed and implications of these for considering location in LBS outlined.
在这篇立场文件中,考虑了如何在基于位置的服务(LBS)中使用位置的问题。位置概念的重要性被强调为一种模糊体验形式之间界限的手段,体验形式是直接的,在环境中感知到的,那些是间接的,从信息中学习到的。目前的地理位置建模方法由于缺乏强有力的理论基础而受到限制。为了帮助弥合这一差距,本文从地理理论中提出了空间、地点和区域的概念,并概述了这些概念对LBS中考虑位置的影响。
{"title":"Geographical perspectives on location for location based services","authors":"A. Edwardes","doi":"10.1145/1507136.1507141","DOIUrl":"https://doi.org/10.1145/1507136.1507141","url":null,"abstract":"In this position paper the question of how location is employed in location based services (LBS) is considered. The importance of the notion of location is highlighted as a means of blurring the boundary between forms of experiences that are direct, and sensed in the environment, and those that are indirect, and learned from information. It is suggested that current methods for modeling location are limited by their lack of strong theoretical underpinning. To help bridge this gap the notions of Space, Place, and Region, from geographical theory, are proposed and implications of these for considering location in LBS outlined.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130850089","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}
引用次数: 8
Geographic relevance in mobile services 移动服务的地理相关性
Pub Date : 2009-04-04 DOI: 10.1145/1507136.1507146
T. Reichenbacher
In this position paper we describe the concept of geographic relevance and its potential for mobile location-based services employing the mobile Internet. We argue that existing LBS have a too limited concept of location and its application for filtering geographic content. We propose an approach for geographic relevance that extends LBS and location-aware web applications and aims at better supporting mobile users' decision-making based on geographic information. After a short description of an ongoing project we discuss the different roles of location and the different conceptions of space that can be involved in assessing and representing geographic relevance. Finally we provide a few concluding statements that aim at stimulating a cross-disciplinary discussion about location and its importance for relevance.
在这篇意见书中,我们描述了地理相关性的概念及其应用于移动互联网的基于位置的移动服务的潜力。我们认为,现有的地理位置服务的位置概念及其过滤地理内容的应用过于有限。我们提出了一种地理相关性方法,该方法扩展了LBS和位置感知web应用程序,旨在更好地支持移动用户基于地理信息的决策。在对一个正在进行的项目的简短描述之后,我们讨论了在评估和表示地理相关性时可能涉及的位置和空间的不同概念的不同角色。最后,我们提供了一些结论性陈述,旨在激发关于位置及其相关性重要性的跨学科讨论。
{"title":"Geographic relevance in mobile services","authors":"T. Reichenbacher","doi":"10.1145/1507136.1507146","DOIUrl":"https://doi.org/10.1145/1507136.1507146","url":null,"abstract":"In this position paper we describe the concept of geographic relevance and its potential for mobile location-based services employing the mobile Internet. We argue that existing LBS have a too limited concept of location and its application for filtering geographic content. We propose an approach for geographic relevance that extends LBS and location-aware web applications and aims at better supporting mobile users' decision-making based on geographic information. After a short description of an ongoing project we discuss the different roles of location and the different conceptions of space that can be involved in assessing and representing geographic relevance. Finally we provide a few concluding statements that aim at stimulating a cross-disciplinary discussion about location and its importance for relevance.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"20 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113935500","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}
引用次数: 29
Detecting cultural differences using consumer-generated geotagged photos 使用消费者生成的地理标记照片来检测文化差异
Pub Date : 2009-04-04 DOI: 10.1145/1507136.1507148
Keiji Yanai, Keita Yaegashi, B. Qiu
We propose a novel method to detect cultural differences over the world automatically by using a large amount of geotagged images on the photo sharing Web sites such as Flickr. We employ the state-of-the-art object recognition technique developed in the research community of computer vision to mine representative photos of the given concept for representative local regions from a large-scale unorganized collection of consumer-generated geotagged photos. The results help us understand how objects, scenes or events corresponding to the same given concept are visually different depending on local regions over the world.
本文提出了一种利用Flickr等图片共享网站上的大量地理标记图像来自动检测世界各地文化差异的新方法。我们采用计算机视觉研究界开发的最先进的对象识别技术,从消费者生成的大规模无组织的地理标记照片中,为具有代表性的局部区域挖掘给定概念的代表性照片。这些结果帮助我们理解与同一个给定概念相对应的物体、场景或事件在视觉上是如何不同的,这取决于世界各地的局部地区。
{"title":"Detecting cultural differences using consumer-generated geotagged photos","authors":"Keiji Yanai, Keita Yaegashi, B. Qiu","doi":"10.1145/1507136.1507148","DOIUrl":"https://doi.org/10.1145/1507136.1507148","url":null,"abstract":"We propose a novel method to detect cultural differences over the world automatically by using a large amount of geotagged images on the photo sharing Web sites such as Flickr. We employ the state-of-the-art object recognition technique developed in the research community of computer vision to mine representative photos of the given concept for representative local regions from a large-scale unorganized collection of consumer-generated geotagged photos. The results help us understand how objects, scenes or events corresponding to the same given concept are visually different depending on local regions over the world.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130611978","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}
引用次数: 41
The case for a location metasystem 位置元系统的案例
Pub Date : 2009-04-04 DOI: 10.1145/1507136.1507140
Nick Doty
Microsoft has proposed an identity metasystem to standardize identity services and the principles behind them. A location metasystem can support interoperation between location services, protect users' privacy and handle issues of granularity. The simple OAuth protocol may be a good model for working towards a location metasystem.
微软提出了一个身份元系统来标准化身份服务及其背后的原则。位置元系统可以支持位置服务之间的互操作,保护用户隐私和处理粒度问题。简单的OAuth协议可能是实现位置元系统的良好模型。
{"title":"The case for a location metasystem","authors":"Nick Doty","doi":"10.1145/1507136.1507140","DOIUrl":"https://doi.org/10.1145/1507136.1507140","url":null,"abstract":"Microsoft has proposed an identity metasystem to standardize identity services and the principles behind them. A location metasystem can support interoperation between location services, protect users' privacy and handle issues of granularity. The simple OAuth protocol may be a good model for working towards a location metasystem.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122872183","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}
引用次数: 3
Second International Workshop on Location and the Web (LocWeb 2009) 第二届地理位置与网络国际研讨会(locweb2009)
Pub Date : 2009-04-04 DOI: 10.1145/1507136.1507137
Erik Wilde, Susanne CJ Boll, K. Cheverst, Peter Fröhlich, R. Purves, Johannes Schöning
Location-Based Services are becoming increasingly Web-based, as a result of the availability of networked mobile devices and mobile Internet access. The "Location and the Web (LocWeb)" workshop targets the capabilities and constraints of Web-based location-based services, which can be implemented as browser-based applications, or as native applications using Web services. The focus of this CHI workshop is on developing approaches to handle the complexity of location-based services, specifically looking at location abstractions, location sharing, context-relevant information, privacy issues, and interface design. The goal of this workshop is to serve as a starting point for better understanding how the Web has to change to embrace location as a first-level concept, and how these changes are reflected in applications and user interfaces to transform the Web into a platform for location-based services.
由于网络移动设备和移动互联网接入的可用性,基于位置的服务正日益成为基于网络的服务。“位置和Web (LocWeb)”研讨会的目标是基于Web的基于位置的服务的功能和约束,这些服务可以作为基于浏览器的应用程序实现,也可以作为使用Web服务的本地应用程序实现。本次CHI研讨会的重点是开发处理基于位置的服务的复杂性的方法,特别是关注位置抽象、位置共享、与上下文相关的信息、隐私问题和接口设计。本研讨会的目标是作为一个起点,以便更好地理解Web必须如何进行更改以将位置作为第一级概念,以及这些更改如何反映在应用程序和用户界面中,以将Web转换为基于位置的服务平台。
{"title":"Second International Workshop on Location and the Web (LocWeb 2009)","authors":"Erik Wilde, Susanne CJ Boll, K. Cheverst, Peter Fröhlich, R. Purves, Johannes Schöning","doi":"10.1145/1507136.1507137","DOIUrl":"https://doi.org/10.1145/1507136.1507137","url":null,"abstract":"Location-Based Services are becoming increasingly Web-based, as a result of the availability of networked mobile devices and mobile Internet access. The \"Location and the Web (LocWeb)\" workshop targets the capabilities and constraints of Web-based location-based services, which can be implemented as browser-based applications, or as native applications using Web services. The focus of this CHI workshop is on developing approaches to handle the complexity of location-based services, specifically looking at location abstractions, location sharing, context-relevant information, privacy issues, and interface design. The goal of this workshop is to serve as a starting point for better understanding how the Web has to change to embrace location as a first-level concept, and how these changes are reflected in applications and user interfaces to transform the Web into a platform for location-based services.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"305 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125911591","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}
引用次数: 2
Time geography rediscovered: a common language for location-oriented services 重新发现时间地理学:面向位置的服务的通用语言
Pub Date : 2009-04-04 DOI: 10.1145/1507136.1507147
Eric-Oluf Svee, Pedro Sanches, Markus Bylund
We propose that the concepts of Time Geography be evaluated as a framework for use within location-oriented services. Originally conceived as a system to describe patterns in human migration, Time Geography is ideally suited for providing the common language and concepts necessary for dialogue within this evolving area. Location-oriented services have been the focus of a great deal of attention, but with research occurring in many disparate disciplines, the lack of a common model that can conceptualize these ideas has not received appropriate attention. To demonstrate its applicability within location-oriented services, we present a research activity which makes explicit use of concepts from Time Geography, with the hope that it can be seen as a tractable and practical solution for several difficulties facing this fast growing area of interest.
我们建议将时间地理学的概念作为一个框架进行评估,以便在面向位置的服务中使用。《时间地理》最初被设想为描述人类迁移模式的系统,它非常适合为这一不断发展的领域提供必要的共同语言和概念。面向位置的服务一直是人们关注的焦点,但由于研究发生在许多不同的学科中,缺乏一个可以将这些想法概念化的通用模型,因此没有得到适当的关注。为了证明它在面向位置的服务中的适用性,我们提出了一个明确使用时间地理学概念的研究活动,希望它可以被视为一个易于处理和实用的解决方案,以解决这个快速发展的兴趣领域面临的几个困难。
{"title":"Time geography rediscovered: a common language for location-oriented services","authors":"Eric-Oluf Svee, Pedro Sanches, Markus Bylund","doi":"10.1145/1507136.1507147","DOIUrl":"https://doi.org/10.1145/1507136.1507147","url":null,"abstract":"We propose that the concepts of Time Geography be evaluated as a framework for use within location-oriented services. Originally conceived as a system to describe patterns in human migration, Time Geography is ideally suited for providing the common language and concepts necessary for dialogue within this evolving area. Location-oriented services have been the focus of a great deal of attention, but with research occurring in many disparate disciplines, the lack of a common model that can conceptualize these ideas has not received appropriate attention. To demonstrate its applicability within location-oriented services, we present a research activity which makes explicit use of concepts from Time Geography, with the hope that it can be seen as a tractable and practical solution for several difficulties facing this fast growing area of interest.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125933354","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}
引用次数: 8
Computable social patterns from sparse sensor data 稀疏传感器数据的可计算社会模式
Pub Date : 2008-04-22 DOI: 10.1145/1367798.1367810
Dinh Q. Phung, Brett Adams, S. Venkatesh
We present a computational framework to automatically discover high-order temporal social patterns from very noisy and sparse location data. We introduce the concept of social footprint and present a method to construct a codebook, enabling the transformation of raw sensor data into a collection of social pages. Each page captures social activities of a user over regular time period, and represented as a sequence of encoded footprints. Computable patterns are then defined as repeated structures found in these sequences. To do so, we appeal to modeling tools in document analysis and propose a Latent Social theme Dirichlet Allocation (LSDA) model -- a version of the Ngram topic model in [6] with extra modeling of personal context. This model can be viewed as a Bayesian clustering method, jointly discovering temporal collocation of footprints and exploiting statistical strength across social pages, to automatically discovery high-order patterns. Alternatively, it can be viewed as a dimensionality reduction method where the reduced latent space can be interpreted as the hidden social 'theme' -- a more abstract perception of user's daily activities. Applying this framework to a real-world noisy dataset collected over 1.5 years, we show that many useful and interesting patterns can be computed. Interpretable social themes can also be deduced from the discovered patterns.
我们提出了一个计算框架,从非常嘈杂和稀疏的位置数据中自动发现高阶时间社会模式。我们介绍了社会足迹的概念,并提出了一种方法来构建一个码本,使原始传感器数据转换为社会页面的集合。每个页面捕获用户在固定时间段内的社交活动,并表示为一系列编码足迹。然后将可计算模式定义为在这些序列中发现的重复结构。为此,我们利用文档分析中的建模工具,提出了潜在社会主题狄利克雷分配(LSDA)模型——[6]中Ngram主题模型的一个版本,对个人背景进行了额外的建模。该模型可以看作是一种贝叶斯聚类方法,共同发现足迹的时间搭配和利用跨社交页面的统计强度,自动发现高阶模式。或者,它可以被视为一种降维方法,其中减少的潜在空间可以被解释为隐藏的社交“主题”——对用户日常活动的更抽象的感知。将此框架应用于1.5年收集的真实噪声数据集,我们显示可以计算出许多有用和有趣的模式。可解释的社会主题也可以从发现的模式中推断出来。
{"title":"Computable social patterns from sparse sensor data","authors":"Dinh Q. Phung, Brett Adams, S. Venkatesh","doi":"10.1145/1367798.1367810","DOIUrl":"https://doi.org/10.1145/1367798.1367810","url":null,"abstract":"We present a computational framework to automatically discover high-order temporal social patterns from very noisy and sparse location data. We introduce the concept of social footprint and present a method to construct a codebook, enabling the transformation of raw sensor data into a collection of social pages. Each page captures social activities of a user over regular time period, and represented as a sequence of encoded footprints. Computable patterns are then defined as repeated structures found in these sequences. To do so, we appeal to modeling tools in document analysis and propose a Latent Social theme Dirichlet Allocation (LSDA) model -- a version of the Ngram topic model in [6] with extra modeling of personal context. This model can be viewed as a Bayesian clustering method, jointly discovering temporal collocation of footprints and exploiting statistical strength across social pages, to automatically discovery high-order patterns. Alternatively, it can be viewed as a dimensionality reduction method where the reduced latent space can be interpreted as the hidden social 'theme' -- a more abstract perception of user's daily activities. Applying this framework to a real-world noisy dataset collected over 1.5 years, we show that many useful and interesting patterns can be computed. Interpretable social themes can also be deduced from the discovered patterns.","PeriodicalId":320466,"journal":{"name":"International Workshop on Location and the Web","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116783813","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}
引用次数: 12
期刊
International Workshop on Location and the Web
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1