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Making Sense of Location-based Micro-posts Using Stream Reasoning

Irene Celino, Daniele Dell'Aglio, Emanuele Della Valle, Yi Huang, Tony Kyung-il Lee, Stanley Park, Volker Tresp
2011 Workshop on Making Sense of Microposts  
These are just few of the questions BOTTARI (our Location-based Social Media Analysis mobile app) is getting ready to answer.  ...  In this position paper, we recap our investigation on deductive and inductive stream reasoning for social media analysis, and we show how the results of this research form the underpinning of BOTTARI.  ...  • #MSM2011 • 1st Workshop on Making Sense of Microposts •  ... 
dblp:conf/msm/CelinoDVHLPT11 fatcat:y3kur3rslrf7xdgf7kepptrj2e

Towards BOTTARI: Using Stream Reasoning to Make Sense of Location-Based Micro-posts [chapter]

Irene Celino, Daniele Dell'Aglio, Emanuele Della Valle, Yi Huang, Tony Lee, Seon-Ho Kim, Volker Tresp
2012 Lecture Notes in Computer Science  
These are just few of the questions BOTTARI (our Location-based Social Media Analysis mobile app) is getting ready to answer.  ...  In this position paper, we recap our investigation on deductive and inductive stream reasoning for social media analysis, and we show how the results of this research form the underpinning of BOTTARI.  ...  Using the RDF stream computed by the previous query, the query in the following listing informs about how wide the micro-posts of an opinion maker are getting spread in half an hour.  ... 
doi:10.1007/978-3-642-25953-1_7 fatcat:5bbopz73mvcelf6mi4abkm2rm4

Classificação de microáreas de risco com uso de mineraçãode dados

Andreia Malucelli, Altair von Stein Junior, Laudelino Bastos, Deborah Carvalho, Marcia Regina Cubas, Emerson Cabrera Paraíso
2010 Revista de Saúde Pública  
do processo de descoberta de conhecimento em base de dados, por meio da aplicação de mineração de dados.  ...  MÉTODOS: Pesquisa exploratória, desenvolvida na cidade de Curitiba, PR, em 2007, dividida em três etapas: identificação de atributos para classificar uma microárea; construção de uma base de dados; e aplicação  ...  The effective result of the process of delimitating the micro-areas is the product of the subjective analysis of the combination of data.  ... 
doi:10.1590/s0034-89102010000200009 pmid:20339628 fatcat:unhgf6lokjfrbbdimzpwh2dtye

The Semantics of Microposts

Aba-Sah Dadzie, Matthew Rowe, Milan Stankovic
2014 Semantic Web Journal  
In Reality Mining on Micropost Streams, Balduini et al. use the augmented reality Android app BOT-TARI to demonstrate the application of information retrieval with opinion mining and stream reasoning to  ...  provide personalised, location-based recommendations.  ... 
doi:10.3233/sw-140141 fatcat:4df2ruwt7railcupphgvwozfpi

Social Signal Processing for Real-Time Situational Understanding: A Vision and Approach

Kasthuri Jayarajah, Shuochao Yao, Raghava Mutharaju, Archan Misra, Geeth De Mel, Julie Skipper, Tarek Abdelzaher, Michael Kolodny
2015 2015 IEEE 12th International Conference on Mobile Ad Hoc and Sensor Systems  
The goal is to develop an information processing framework to help the military obtain real-time situational awareness of physical events by harnessing the combined power of multiple sensing sources to  ...  It is envisioned that one could use such information to predict behaviors of groups, be they local transient groups (e.g., protests) or widespread, networked groups, and thus enable proactive prevention  ...  The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies or endorsements, either expressed or implied, of the  ... 
doi:10.1109/mass.2015.89 dblp:conf/mass/JayarajahYMMMSA15 fatcat:jniyy7oy6vaqxht3u3i7tg7cby

Spatial Decision Support System for Assessing Micro, Mini and Small Hydel Potential

T.V. Ramachandra ., Rajeev Kumar Jha ., S. Vamsee Krishna ., B.V. Shruthi .
2004 Journal of Applied Sciences  
The main hypothesis is that this tool can be used to form a core of practical methodology that will result in more resilient in less time and can be used by decision-making bodies to assess the impacts  ...  This study describes the design and implementation of DSS for assessment of Mini, Micro and Small Schemes.  ...  flows smoothly and the use of land by humans, usually with emphasis on the velocity is reasonably uniform in the cross-section.  ... 
doi:10.3923/jas.2004.596.604 fatcat:zpjtmjdvpvevdh4yhdoeypyizm

Research Challenges in Developing Multimedia Systems for Managing Emergency Situations

Mengfan Tang, Siripen Pongpaichet, Ramesh Jain
2016 Proceedings of the 2016 ACM on Multimedia Conference - MM '16  
sensing data streams in emergency responses.  ...  We also present a platform to assimilate heterogeneous data streams for intelligently detecting evolving environmental situations, and discuss the role of multimedia micro-reports as spontaneous participatory  ...  We are exploring multimedia micro-reports [29] , compared to micro-blogs, for radical improvement in the quality of participatory sensing data as in (3) and (8) .  ... 
doi:10.1145/2964284.2976761 dblp:conf/mm/TangPJ16 fatcat:75w6uonma5fm7fqndoz7vdzoni

How does information around acute events come into being on social media?

Jing Zeng
2015 JeDEM - eJournal of eDemocracy & Open Government  
This research investigates if or not micro-blog based social groups can serve as interpretive communities, and, if so, what role might they play in the construction of information, and the social impacts  ...  The concept of interpretive communities has been used widely to analyze TV audiences' interpreting activities, but has not yet been applied to microblogs.  ...  URL is short for Uniform Resource Locator, which is used as a web address that leads to a specific webpage. URLs in micro-blog post serve to lead readers to contents that are outside of microblog.  ... 
doi:10.29379/jedem.v7i1.375 fatcat:pp3hys4lbnh3vgw3tapx5mrca4

Mining complex activities in the wild via a single smartphone accelerometer

Angshu Rai, Zhixian Yan, Dipanjan Chakraborty, Tri Kurniawan Wijaya, Karl Aberer
2012 Proceedings of the Sixth International Workshop on Knowledge Discovery from Sensor Data - SensorKDD '12  
Further, we propose and evaluate two SVM-based fusion mechanisms (early fusion vs. late fusion) using the higher-order features.  ...  Complex activity recognition is an active area of interest amongst sensing and knowledge mining community today.  ...  based labeling of the same stream.  ... 
doi:10.1145/2350182.2350187 fatcat:lvdosnvljjfd5jdmmf3jszxjti


Shravan Gaonkar, Jack Li, Romit Roy Choudhury, Landon Cox, Al Schmidt
2008 Proceeding of the 6th international conference on Mobile systems, applications, and services - MobiSys '08  
Implemented on Nokia N95 mobile phones, Micro-Blog was distributed to volunteers for real life use.  ...  This paper presents the architecture and implementation of one such system, called Micro-Blog. New kinds of application-driven challenges are identified and addressed in the context of this system.  ...  We also thank Victor Bahl and Vikram Srinivasan for their insightful comments during the formative stages of Micro-Blog. Finally, we are grateful to NSF and Verizon for partially funding this project.  ... 
doi:10.1145/1378600.1378620 dblp:conf/mobisys/GaonkarLCCS08 fatcat:3baa522pajhb5ltwbaqammx45a

A Support Platform for Event Detection using Social Intelligence

Timothy Baldwin, Paul Cook, Bo Han, Aaron Harwood, Shanika Karunasekera, Masud Moshtaghi
2012 Conference of the European Chapter of the Association for Computational Linguistics  
The system operates by querying the data stream with a user-specified set of keywords, filtering out non-English messages, and probabilistically geolocating each message.  ...  Geolocation A vital component of event detection is the determination of where the event is happening, e.g. to make sense of reports of traffic jams or floods.  ...  The reason for us choosing to implement our own platform was: (a) ease of integration of back-end processing modules; (b) extensibility, e.g. to visualise probabilities of geolocation predictions, and  ... 
dblp:conf/eacl/BaldwinCHHKM12 fatcat:2dptuiyadzduray3uitprdwmgu

LPaaS as Micro-Intelligence: Enhancing IoT with Symbolic Reasoning

Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
2018 Big Data and Cognitive Computing  
In this paper we focus on logic programming (LP), and advocate its role as a provider of symbolic reasoning capabilities in IoT scenarios, suitably complementing non-symbolic ones.  ...  A possible example of hybrid reasoning—where symbolic and non-symbolic techniques fruitfully combine to produce intelligent behaviour—is presented, demonstrating how LPaaS could work in a smart energy  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/bdcc2030023 fatcat:p7k74aoklffarnih4z36b22bsi

Bridging the information gap: A webGIS tool for rural electrification in data-scarce regions

Marc F. Müller, Sally E. Thompson, Maggi N. Kelly
2016 Applied Energy  
is constrained by the location of the stream.  ...  First, we formulate and assess a novel algorithm using remotely sensed digital elevation models (DEM) and state-of-theart hydrological models to identify optimal micro hydropower locations.  ...  In the case of a bivariate spatial process, where events are marked with a binary attribute (here predicted and observed micro hydropower locations), the cross-function K ij ðtÞ is proportional to the  ... 
doi:10.1016/j.apenergy.2016.03.052 fatcat:texjgymgjbctxoyhka52tp4nai

Developing Smart Cities Services through Semantic Analysis of Social Streams

Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2015 Proceedings of the 24th International Conference on World Wide Web - WWW '15 Companion  
useful to improve the understanding of very complex phenomena.  ...  This paper presents a domain-agnostic framework for intelligent processing of textual streams coming from social networks.  ...  Ministry of University and Research (MIUR)  ... 
doi:10.1145/2740908.2742132 dblp:conf/www/MustoSGL15 fatcat:jd3qk5sfyzce7n7yzu3qbxfhzi

The case for cloud-enabled mobile sensing services

Sougata Sen, Archan Misra, Rajesh Balan, Lipyeow Lim
2012 Proceedings of the first edition of the MCC workshop on Mobile cloud computing - MCC '12  
We make the case for cloud-enabled mobile sensing services that support an emerging application class, one which infers near-real time collective context using sensor data obtained continuously from a  ...  mobile sensing by coordinating the sensing & processing tasks across multiple devices.  ...  Micro-Experiments In the rest of this section, we shall use simple micro-experiments (on one/two mobile phones) to quantify and illustrate some of the ways in which the mobile context sensing process (  ... 
doi:10.1145/2342509.2342521 dblp:conf/sigcomm/SenMBL12 fatcat:oajcsl6gwvhpncubffgro3j5x4
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