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Semantic Stability and Implicit Consensus in Social Tagging Streams
2014
IEEE Transactions on Computational Social Systems
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different social tagging systems with distinct domains and properties and (iii) detecting potential causes of stabilization and implicit consensus, specifically imitation behavior, shared background knowledge ...
(ii) Does the semantic stabilization varies across different social tagging systems and ultimately, (iii) what are the factors that can explain semantic stabilization in such systems? ...
Note that implicit consensus and stability are interdependent in social tagging systems. ...
doi:10.1109/tcss.2014.2307455
fatcat:zhmgh6z7mzefrfi2mi3hd5eh4e
Making sense of social media streams through semantics: A survey
2014
Semantic Web Journal
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This paper defines five key research questions in this new application area, examined through a survey of state-of-the-art approaches for mining semantics from social media streams; user, network, and ...
Traditional search methods are no longer able to address the more complex information seeking behaviour in media streams, which has evolved towards sense making, learning, investigation, and social search ...
The authors wish to thank Marta Sabou and Arno Scharl for the discussions on crowdsourcing and its role in semantic technologies research, as well as Diana Maynard for the discussions on opinion mining ...
doi:10.3233/sw-130110
fatcat:uytdbegs3ngcbpu62i4trrxjni
An Overview of Social Tagging and Applications
[chapter]
2011
Social Network Data Analytics
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Broadly, we would discuss about properties of tag streams, tagging models, tag semantics, generating recommendations using tags, visualizations of tags, applications of tags, integration of different tagging ...
We would discuss these applications and conclude with thoughts on future work in the area. ...
heterogeneous labeled objects, through the implicit connection of social tags. ...
doi:10.1007/978-1-4419-8462-3_16
fatcat:czs2um2xvrd6vnfpefzae2ftwq
Predicting semantic annotations on the real-time web
2012
Proceedings of the 23rd ACM conference on Hypertext and social media - HT '12
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The explosion of the real-time web has spurred a growing need for new methods to organize, monitor, and distill relevant information from these large-scale social streams. ...
One especially encouraging development is the self-curation of the real-time web via user-driven linking, in which users annotate their own status updates with lightweight semantic annotations -or hashtags ...
(like on Reddit, Digg, and NYTimes) and other real-time "social awareness streams" [17] . ...
doi:10.1145/2309996.2310034
dblp:conf/ht/KhabiriCK12
fatcat:q4ktcrjq3rah5bj63cgdgn63du
Studying Social Tagging and Folksonomy: A Review and Framework
2009
Journal of Digital Information
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This paper reviews research into social tagging and folksonomy (as reflected in about 180 sources published through December 2007). ...
This paper provides a framework for the study of folksonomy, tagging and social tagging systems. ...
Tag streams can also be combined with other data sources. ...
dblp:journals/jodi/Trant09
fatcat:gazr7y2s25flxcnojo6jwh6bl4
Semantic Framework of Internet of Things for Smart Cities: Case Studies
2016
Sensors
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In this paper, we propose a semantic framework that integrates the IoT with machine learning for smart cities. ...
The proposed framework retrieves and models urban data for certain kinds of IoT applications based on semantic and machine-learning technologies. ...
Acknowledgments: This work is funded by the NSFC61070156, YB2013120143 of Huawei and Fundamental Research Funds for the Central Universities. ...
doi:10.3390/s16091501
pmid:27649185
pmcid:PMC5038774
fatcat:jet7b2i6evgtbl56zvhksoh22m
Sharing concepts and experience through a knowledge base : the benefits that actors of the mud building European community are getting from developing the domain ontology
2002
Zenodo
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Challenges for the domain include its inscription in time back to the origins of man –large amount of de- veloped practices- and the new interest for a technique fitting well within sustainability, comfort ...
Challenges are both technical –new tools, articulation with existing systems- and social –ability of very different actors (engineers, architects, masons, etc.) to collaborate for building a common knowledge ...
The Semantic Web, which is a "super" way of tagging will need people to tag their documents. ...
doi:10.5281/zenodo.3252210
fatcat:4u7aukxrynaydob4oa2ntx6q34
Event Mining in Multimedia Streams
2008
Proceedings of the IEEE
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We discuss the causes for semantic variability in real-world descriptions, including multilevel event semantics, implicit semantics facets, and the influence of context. ...
The review includes detection of events and actions in one or more continuous sequences, events in edited video streams, unsupervised event discovery, events in a collection of media objects, and a discussion ...
Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the U.S. Government. ...
doi:10.1109/jproc.2008.916362
fatcat:b3utldtbwvehjo4brlnteetdbq
Computing the semantic similarity of geographic terms using volunteered lexical definitions
2013
International Journal of Geographical Information Science
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Computing the semantic similarity of these 'volunteered lexical definitions' has a wide range of applications in GIScience, including information retrieval, data mining and information integration. ...
In VGI, lexical definitions often appear to be inconsistent, circular, noisy and highly idiosyncratic. ...
The relationship between symbols and concepts is not static and absolute but dynamic and rooted in social agreements among semantic agents. ...
doi:10.1080/13658816.2013.790548
fatcat:fvwcgci7prbbxiobskaca34n3q
Matching Recommendation Technologies and Domains
[chapter]
2010
Recommender Systems Handbook
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Unlike other taxonomies of recommender systems, our approach is centered on the question of knowledge: what knowledge does a recommender system need in order to function, and where does that knowledge ...
Recommender systems form an extremely diverse body of technologies and approaches. ...
and Collaboration at the Intelligent User Interfaces conference 2008. ...
doi:10.1007/978-0-387-85820-3_11
fatcat:eygp3krdtvh3da4xkz33meibce
Navigating within news collections using tag-flakes
2011
Journal of Visual Languages and Computing
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However, instead of using this latent semantic space to simply cluster and index the documents (as commonly done in many existing schemes), TMine analyzes the relationships between tags in this semantic ...
In this paper, we propose an alternative "contextual-layout" method, tag-flakes, for presenting tags or keywords that are associated with dynamically evolving textual content, like news streams. ...
Algorithm The TMine algorithm, outlined in Figure 22 , consists of two cycles within the set of the most dominant tags in social media, and provides a construction of a latent semantic hierarchy that ...
doi:10.1016/j.jvlc.2010.11.001
fatcat:y5radxsvdvddncd47mmcqcat3q
Emerging, Collective Intelligence for Personal, Organisational and Social Use
[chapter]
2011
Studies in Computational Intelligence
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For example, in [18] geo-locations and tag information are used in order to generate representative city maps. ...
In [19] tags and visual information together with geo-location are used for objects (e.g. monuments) and events extraction. ...
A more elaborated method [12] refines and enriches tags based on the visual and semantic consistency residing in social sites. ...
doi:10.1007/978-3-642-20344-2_20
fatcat:crgix2grbvfupaht5mp3cjriii
To Perceive Is to Know—Or Is It?
1993
Contemporary Psychology
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.), Stability and constancy in visual perception: Mechanisms and processes (pp. 321- 373). New York: Wiley. ...
involved in accessing a word in the lexi- con are not affected by the semantic and syntactic characteristics of either the
745 ...
doi:10.1037/033532
fatcat:pumpwhaitbcsrahro75egi6gke
The Role of Tag Suggestions in Folksonomies
[article]
2009
arXiv
pre-print
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The majority of theories and mathematical models of tagging found in the literature assume that the emergence of power laws in tagging systems is mainly driven by the imitation behavior of users when observing ...
This imitation behavior leads to a feedback loop in which some tags are reinforced and get more popular which is also known as the 'rich get richer' or a preferential attachment model. ...
show that far from being unstable and chaotic, tagging systems are in fact incredibly stable and stabilize relatively quickly [8] , with users able to reach consensus on a small amount of heavily repeated ...
arXiv:0903.1788v1
fatcat:turccwazpjae5dzvymwrfv7oxu
Exploring Patterns of Identity Usage in Tweets
2016
Proceedings of the 25th International Conference on World Wide Web - WWW '16
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Sociologists have long been interested in the ways that identities, or labels for people, are created, used and applied across various social contexts. ...
Among other findings, we observe that the identities used by individuals differ in interesting ways based on social context measures derived from census data. ...
Support was provided, in part, by the Office of Naval Research (ONR) through a MURI N00014081186 on adversarial reasoning and the Office of Naval Research through a on State Stability under the auspices ...
doi:10.1145/2872427.2883027
dblp:conf/www/JosephWC16
fatcat:2zpiqcgmwnh7zgu4zua4p5hte4
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