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Exploring the significance of human mobility patterns in social link prediction

Basma Alharbi, Xiangliang Zhang
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uo6yx5jpgnf2zl7mkrumytd4ti" style="color: black;">Proceedings of the 29th Annual ACM Symposium on Applied Computing - SAC &#39;14</a> </i> &nbsp;
This paper explores the effect of in-depth mobility patterns.  ...  Link prediction is a fundamental task in social networks.  ...  The first group introduces research con-ducted in inferring mobility patterns from location traces, and the second category summarizes work in exploring mobility patterns in link prediction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2554850.2554918">doi:10.1145/2554850.2554918</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sac/AlharbiZ14.html">dblp:conf/sac/AlharbiZ14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mcsdyhg2gfg7ni6ay5s5oq2nem">fatcat:mcsdyhg2gfg7ni6ay5s5oq2nem</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808234505/https://mine.kaust.edu.sa/Documents/papers/SAC2014-Alharbi-Zhang.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/28/8e/288e8a66a112b45f8104e9ed8e3fbdc45add6f19.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2554850.2554918"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Exploring Spatiotemporal Characteristics of Twitter data Using Topic Modelling Techniques

Young-Hoon Kim, Hyun-Jee Woo
<span title="2019-07-15">2019</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y2bdnk2myrclhe5zhr4a3ehaem" style="color: black;">Abstracts of the International Cartographic Association</a> </i> &nbsp;
</p><p>In conclusion, this research represents a potential of the social network data that enables to fill the gap of spatiotemporal patterns of human beings over the online and mobile environment.  ...  </p><p>As Twitter mobility message contains a user's interests and behavioural patterns in the geo-tagged data corresponding to its location, it is possible to explore geographical locality and the user's  ...  In conclusion, this research represents a potential of the social network data that enables to fill the gap of spatiotemporal patterns of human beings over the online and mobile environment.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/ica-abs-1-175-2019">doi:10.5194/ica-abs-1-175-2019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/htzrhp3ocrhwzgzmaqdzgtjdna">fatcat:htzrhp3ocrhwzgzmaqdzgtjdna</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200208094940/https://www.abstr-int-cartogr-assoc.net/1/175/2019/ica-abs-1-175-2019.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6f/cf/6fcfe7b393c763dfce49a5aac1a575b8cc1f9e58.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/ica-abs-1-175-2019"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

From individual to collective behaviours: exploring population heterogeneity of human mobility based on social media data

Yuan Liao, Sonia Yeh, Gustavo S. Jeuken
<span title="2019-11-14">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/63pnypuhi5fehog53lylgzct3q" style="color: black;">EPJ Data Science</a> </i> &nbsp;
Future work includes identifying and removing additional biases so that results from geotagged activity patterns may be generalised to human mobility patterns.  ...  Geotagged social media data are gradually being incorporated into travel behaviour studies as user-contributed data sources.  ...  We found that even with high time sparsity, social media data can still capture differences in mobility patterns across sub-populations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1140/epjds/s13688-019-0212-x">doi:10.1140/epjds/s13688-019-0212-x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pmgzx7zi6rcubisvc3juemgbcu">fatcat:pmgzx7zi6rcubisvc3juemgbcu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200506163025/https://research.chalmers.se/publication/513967/file/513967_Fulltext.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9b/b4/9bb424419ce50340307fb8ee0eedae742ea8b72d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1140/epjds/s13688-019-0212-x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Coupling Human Mobility and Social Ties [article]

Jameson L. Toole, Carlos Herrera-Yague, Christian M. Schneider, Marta C. Gonzalez
<span title="2015-02-03">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
More recently, these data have come tagged with geographic information, enabling studies of human mobility patterns and the science of cities.  ...  We combine these two pursuits and uncover reproducible mobility patterns amongst social contacts.  ...  Comparing social mobility models. A) We compare model results simulating the rate of exploration S(t) compared to empirical data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1502.00690v1">arXiv:1502.00690v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ns4b5zg6k5fothiowbe7tpqb4a">fatcat:ns4b5zg6k5fothiowbe7tpqb4a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191016001022/https://arxiv.org/pdf/1502.00690v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/49/2a/492af49669baffc23acb90e9bef1c5bcdc9778a7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1502.00690v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Mobility Viewer: An Eulerian Approach for Studying Urban Crowd Flow

Yuxin Ma, Tao Lin, Zhendong Cao, Chen Li, Fei Wang, Wei Chen
<span title="">2016</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/in6o6x6to5e2dls4y2ff52dy6u" style="color: black;">IEEE transactions on intelligent transportation systems (Print)</a> </i> &nbsp;
Studying human movement citywide is important for understanding the mobility and transportation patterns.  ...  phone data.  ...  The Analysis of Social Relations and Flows step proposes another filtering and exploration strategy by using the social relations of the mobile phone users.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tits.2015.2498187">doi:10.1109/tits.2015.2498187</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dstdop3dsbb3lg5bwwosvvvph4">fatcat:dstdop3dsbb3lg5bwwosvvvph4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180904031250/http://www.cad.zju.edu.cn/home/vagblog/VAG_Work/tcmime.4202.4455.4674.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/99/57/99578a3a1d23e6693ef8c0827269742849cc7eb2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tits.2015.2498187"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Coupling human mobility and social ties

J. L. Toole, C. Herrera-Yaque, C. M. Schneider, M. C. Gonzalez
<span title="2015-02-25">2015</span> <i title="The Royal Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kdv34qlmv5gsfphm6vnme655ia" style="color: black;">Journal of the Royal Society Interface</a> </i> &nbsp;
We combine these two pursuits and uncover reproducible mobility patterns amongst social contacts.  ...  Studied separately, social and mobility data have produced a wealth of insights.  ...  Comparing social mobility models. A) We compare model results simulating the rate of exploration S(t) compared to empirical data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1098/rsif.2014.1128">doi:10.1098/rsif.2014.1128</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/25716185">pmid:25716185</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4387518/">pmcid:PMC4387518</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n57bwmjxevgnjpayn5p5xeychu">fatcat:n57bwmjxevgnjpayn5p5xeychu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190227221559/http://pdfs.semanticscholar.org/877c/affde33e683c7f0e021e53ff0336e4d5051e.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/87/7c/877caffde33e683c7f0e021e53ff0336e4d5051e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1098/rsif.2014.1128"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4387518" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Returners and explorers dichotomy in human mobility

Luca Pappalardo, Filippo Simini, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti, Albert-László Barabási
<span title="2015-09-08">2015</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a4wan6l5o5dfzn767kyz7jqevi" style="color: black;">Nature Communications</a> </i> &nbsp;
Finally, we show that returners and explorers play a distinct quantifiable role in spreading phenomena and that a correlation exists between their mobility patterns and social interactions.  ...  Using both mobile phone and GPS data, we discover the existence of two distinct classes of individuals: returners and explorers.  ...  Acknowledgements We wish to thank Octo Telematics Srl (http://www.octotelematics.com/) for providing the GPS data. The research reported in this article has been partially supported by the European  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/ncomms9166">doi:10.1038/ncomms9166</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26349016">pmid:26349016</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4569739/">pmcid:PMC4569739</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/77g6fsdq25hevfwif3e3plfyza">fatcat:77g6fsdq25hevfwif3e3plfyza</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922182755/http://www.nature.com/articles/ncomms9166.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4e/24/4e241aff1f2bee5f247ab9a654869719c99b65b2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/ncomms9166"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> nature.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4569739" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Scientific Publication Patterns of Interactive Mobile Technologies for Psychological, Social, Medical and Business Interventions for Mental and Physical Health: Bibliometric Analysis

Ivanna Shubina
<span title="2021-11-09">2021</span> <i title="International Association of Online Engineering (IAOE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bnz2cocfqbamzln5r7zndevxnu" style="color: black;">International Journal of Interactive Mobile Technologies</a> </i> &nbsp;
<p align="justify"><strong>Abstract -</strong> There has been emerging interest in the effectiveness of interactive mobile technology usage in psychological, social, medical and business interventions.  ...  </p><p align="justify">The present bibliometric study was employed to identify and synthesize the results from studies exploring domains of interactive mobile technology used in applied psychology and  ...  http://www.i-jim.org Paper-Scientific Publication Patterns of Interactive Mobile Technologies for Psychological, Social,… iJIM -Vol.15, No. 21, 2021 Paper-Scientific Publication Patterns of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3991/ijim.v15i21.25643">doi:10.3991/ijim.v15i21.25643</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3i2654tt5jc7jhngzzzanwuc3i">fatcat:3i2654tt5jc7jhngzzzanwuc3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220123173359/https://online-journals.org/index.php/i-jim/article/download/25643/10167" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/31/73/3173fd02efe873c345131f628b67af95f9a8149e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3991/ijim.v15i21.25643"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Human mobility patterns in different communities: a mobile phone data-based social network approach

Li Shi, Guanghua Chi, Xi Liu, Yu Liu
<span title="2015-01-02">2015</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/maubzolr7jcszemv3dspnsr6si" style="color: black;">Annals of GIS</a> </i> &nbsp;
Using an empirical mobile phone dataset, this paper attempts to explore the spatial distributions and human mobility patterns, as well as the interrelationship between them, at the community level.  ...  Detecting intensely connected sub-networks, or communities, from social networks has attracted much attention in social network studies.  ...  Furthermore, this research is a beginning of exploring spatial characteristic of social communities based on mobile phone data-sets.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/19475683.2014.992372">doi:10.1080/19475683.2014.992372</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bc6vgdxy4rdcvfxvwpovlz3jwi">fatcat:bc6vgdxy4rdcvfxvwpovlz3jwi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829161811/http://guanghuachi.com/my_paper_pdf/Human%20mobility%20patterns%20in%20different%20communities_a%20mobile%20phone%20data-based%20social%20network%20approach.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4f/07/4f077d7db0bcebdc0fc35a4e8d87381fd38d0c1a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/19475683.2014.992372"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> tandfonline.com </button> </a>

MobiVis: A Visualization System for Exploring Mobile Data

Zeqian Shen, Kwan-Liu Ma
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/553mn3ftxzcw3dqndtflgqwduq" style="color: black;">2008 IEEE Pacific Visualization Symposium</a> </i> &nbsp;
However, visual analysis of complex social-spatial-temporal mobile data presents several challenges.  ...  Visual analytics systems that support interactive exploration and discovery are needed to extracting insight from the data.  ...  ACKNOWLEDGEMENTS This research was supported in part by the U.S. National Science Foundation through grants CCF-0634913, IIS-0552334, CNS-0551727, and OCI-0325934, and the U.S.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pacificvis.2008.4475474">doi:10.1109/pacificvis.2008.4475474</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/apvis/ShenM08.html">dblp:conf/apvis/ShenM08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wrlexwzpgvcqvptyitvwcpn36e">fatcat:wrlexwzpgvcqvptyitvwcpn36e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810033538/http://realitycommons.media.mit.edu/pdfs/Shen08.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6d/6a/6d6a014cdc09730086f71137fc8e57bafb7fb26c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pacificvis.2008.4475474"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Dynamic, Interactive and Visual Analysis of Population Distribution and Mobility Dynamics in an Urban Environment Using the Mobility Explorer Framework

Jan Peters-Anders, Zaheer Khan, Wolfgang Loibl, Helmut Augustin, Arno Breinbauer
<span title="2017-05-15">2017</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dmr4kpn2yreovpdxpdiqtjcrnu" style="color: black;">Information</a> </i> &nbsp;
Talks about estimating population distribution, mobility patterns, types of activities in different parts of the city and analysing social networks formed through mobile networks.  ...  Table 3a : 3a Data sets used within the Mobility Explorer (ME) application 348 349 Usage of Dataset in Mobility Explorer Dataset Type Data Type Data Source Vector Raster Tables Raw Basemaps  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/info8020056">doi:10.3390/info8020056</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w74b3ig7jnckrp2267med65mkm">fatcat:w74b3ig7jnckrp2267med65mkm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720231536/http://eprints.uwe.ac.uk/31644/1/information-184243-peer-review-r1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/92/19/9219c044a42fbf16c44b6eced729d2b438682ea7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/info8020056"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Crowdsourced Data Mining for Urban Activity: Review of Data Sources, Applications, and Methods

Haifeng Niu, Elisabete A. Silva
<span title="">2020</span> <i title="American Society of Civil Engineers (ASCE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gccmn6dgb5dj7kalq3pivyyfqm" style="color: black;">Journal of urban planning and development</a> </i> &nbsp;
The review also synthesizes previous research into three parts: main applications of different data sources and data fusion; application of spatial analysis in mobility patterns, functional areas, and  ...  Crowdsourced data, such as social media data, points of interest (POIs) data, and collaborative websites, generated by the crowd, have become fine-grained proxy data of urban activity and widely used in  ...  Built on these high-dimensional features, social media data, in particular, work well for mining the patterns of human mobility, activity patterns, and social networks and sentiment detection, sociodemographic  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1061/(asce)up.1943-5444.0000566">doi:10.1061/(asce)up.1943-5444.0000566</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vec2lz2olbfbjoem2lfnulzswi">fatcat:vec2lz2olbfbjoem2lfnulzswi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715125921/https://www.repository.cam.ac.uk/bitstream/handle/1810/296992/(ASCE)UP.1943-5444.0000566.pdf;jsessionid=ED58901706581E050E62D41C8FE8622A?sequence=3" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/21/8b/218bae6df40f080c063fcd94bfa36ce1b2a65585.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1061/(asce)up.1943-5444.0000566"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

STS-EPR: Modelling individual mobility considering the spatial, temporal, and social dimensions together

Giuliano Cornacchia, Luca Pappalardo
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cx3f4s3qmfe6bg4qvuy2cxezyu" style="color: black;">Procedia Computer Science</a> </i> &nbsp;
Modelling human mobility is crucial in several scientific areas, from urban planning to epidemic modeling, traffic forecasting, and what-if analysis.  ...  STS-EPR is a step towards the design of mechanistic models that can capture all the aspects of human mobility in a comprehensive way.  ...  In the meantime, our model is a step towards the design of a mechanistic model that can capture all the aspects of human mobility in a complete way. Acknowledgements.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2021.03.035">doi:10.1016/j.procs.2021.03.035</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ndkgnultifhctguswmqtptwp6u">fatcat:ndkgnultifhctguswmqtptwp6u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210531154543/https://pdf.sciencedirectassets.com/280203/1-s2.0-S1877050921X00075/1-s2.0-S1877050921006645/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEAAaCXVzLWVhc3QtMSJHMEUCIFHmd7LuOjal%2B4fSDtbV62YVUguEIDM3XcvlCkkC9fLpAiEAyBCRes%2Bq4n1yALR%2F9O0ssYtoWn48WdySL115Bqt%2BtIsqgwQIqP%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARAEGgwwNTkwMDM1NDY4NjUiDAe4xjyx29y314rn7CrXA1PFzZQO5If2UGxRf122thcK6R2TEjfAWUJcccOmUbmnafb9A%2FC7G8Ch6rE%2BgWW%2BdZN6zKi8RAS60c0LdTrr24mOQs27o6hR2eZ1imNqa7PEEoiC8M96AUw87PD1%2BRlD0CiLmCGxzsqtPB20C4dH1xPQTrtaMAcjPHVGnr0Wb4vvsp%2FstoX6p91inZpyTjXiwSDhohvt22CoMKu4MpLIesP1uacDHUSSbM%2BKvni9Gz8jULJLoE7ZmTbSosxLVX1P7bVsBuZewcT%2BHbtX9BB60Oisw6jtEUTmW43ddvpY56ZqjA%2F3FrHc8qjq6tthtVVhyYueO718P%2FxUnUFY%2Bkq1v8iPEv1%2FNTq5AswCX1I%2BUdIgNEwhufjD4rcK%2FyjwC79xhfsa4068Y%2BLJPD0j%2Fs0UgCxHZ3xC0BK%2FYR7Nc%2FbkD3%2Byy7AIFbHyz8QvOLGwf%2BVDCS79RZteY4etoRKyLGufKm2SnvPoQXZ%2BKseAs5iDhrSSqMKPQ9odyHgrohpXouQpETzChi25CDow4YuLUgGMuXJCTLXUQH4I3WhjQmpGsTyAvGaDHnnA635LOcsy0Vnrhw7CiYXvFdCIvMulVwS3t5ptBHDTX3QRndWNq0vfwIf%2B%2BnWakdkANjDy%2FdOFBjqlARFS%2Fxx9%2BzwbB%2BIMn0tRa0lVfKW7avsVClVlumVG9IbiD9RjT%2FqIPw6gWSrGjrFPx8AIRkv%2FJz3meM1ossxBgCKH0KXFeHZmIGSpFPOxrmZmJeXLs2himNpCQHU%2FwkkO8hu62gZOHbn%2FIRl5H1tpjOtTSYR1diKelMdALOpdFd%2B1XgCU51OmuDESqB%2Bqcwxw6B1dEq%2FM3IeMKgzJI5UN0%2B0ejkjj%2Fw%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20210531T154537Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTY63TAWLRP%2F20210531%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=72834d321e3cea1af381216a5e56869aa948196d93d46934e1c395f421ffcaf0&amp;hash=37e65aff1103a9577ad95e8d465accce1a7437fa49d7a3708e093e46f0161899&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S1877050921006645&amp;tid=spdf-dfebc12f-bfe6-413e-bbf1-ffe15d8dbc33&amp;sid=86ae9acb746b224a7d5a8955978744a080f2gxrqa&amp;type=client" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/01/1d/011d8d8dd910daee7ff70e9a59cf2476cfae177c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2021.03.035"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Research on social media feeds – A GIScience perspective [chapter]

Enrico Steiger, Rene Westerholt, Alexander Zipf
<span title="2016-08-25">2016</span> <i title="Ubiquity Press"> European Handbook of Crowdsourced Geographic Information </i> &nbsp;
This would support exploring latent patterns and sensing geographical processes from social media data in a more realistic manner.  ...  Consequently, a large literature body also focus on studying human mobility and activity pattern from social media data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5334/bax.r">doi:10.5334/bax.r</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nplwkhvanrfyzguuqceztdgfoq">fatcat:nplwkhvanrfyzguuqceztdgfoq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721045357/https://www.ubiquitypress.com/site/chapters/10.5334/bax.r/download/258/" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/66/24/6624ac273354eb45a7decbd9759c78b1e75510fe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5334/bax.r"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Opportunistic IoT: Exploring the social side of the internet of things

Bin Guo, Zhiwen Yu, Xingshe Zhou, Daqing Zhang
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/e34xaw3burczrcyvbwqppadzdm" style="color: black;">Proceedings of the 2012 IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD)</a> </i> &nbsp;
The current research in IoT is mainly from the perspective of connecting and managing things. The humanized, social side of IoT, however, is still not explored.  ...  ., mobile phones, vehicles), we propose Opportunistic IoT.  ...  To this end, researchers start to explore mobility patterns and co-location patterns [10, 11] as key pieces of context information to predict nodes' activeness and estimate their "social popularity"  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cscwd.2012.6221932">doi:10.1109/cscwd.2012.6221932</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cscwd/GuoYZZ12.html">dblp:conf/cscwd/GuoYZZ12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/62t4224durc2pkgdesh25hnbym">fatcat:62t4224durc2pkgdesh25hnbym</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810094910/http://www.ayu.ics.keio.ac.jp/~bingo/research/Social-IoT.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/02/bb/02bb208c51475fced5051e23693af0439e241b86.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cscwd.2012.6221932"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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