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Time-aware Multi-Viewpoint Summarization of Multilingual Social Text Streams

Zhaochun Ren, Oana Inel, Lora Aroyo, Maarten de Rijke
2016 Proceedings of the 25th ACM International on Conference on Information and Knowledge Management - CIKM '16  
Time-aware multi-viewpoint summarization of multilingual social text streams Ren, Z.; Inel, O.; Aroyo, L.; de Rijke, M.  ...  Finally, we define the task of time-aware multi-viewpoint summarization of multilingual social streams. Let multilingual social text streams D posted in T time periods be given.  ...  The task we address is time-aware multi-viewpoint summarization of multilingual social text streams: we extract a set of informative social text documents to highlight the generation, propagation and drift  ... 
doi:10.1145/2983323.2983710 dblp:conf/cikm/RenIAR16 fatcat:f34xytwsibaqvb2p3tdyi5l2xe

Rethinking Summarization and Storytelling for Modern Social Multimedia [chapter]

Stevan Rudinac, Tat-Seng Chua, Nicolas Diaz-Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindén, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl (+3 others)
2018 Lecture Notes in Computer Science  
Narratives, stories, and summaries carry a set of challenges in big data and dynamic multi-source media that give rise to new research in spatial-temporal representation, viewpoint generation, and explanation  ...  Traditional summarization initiatives have been focused on specific types of documents such as articles, reviews, videos, image feeds, or tweets, a practice which may result in pigeonholing the summarization  ...  and explainability as well as UGC challenges which include ethical use, multi source fusion, multilinguality and multimodality, information extraction, knowledge update and addition of new knowledge,  ... 
doi:10.1007/978-3-319-73603-7_51 fatcat:4mofhro6tbapfkwgbrc546c54u

Event Monitoring and Intelligence Gathering Using Twitter Based Real-Time Event Summarization and Pre-Trained Model Techniques

Chung-Hong Lee, Hsin-Chang Yang, Yenming J. Chen, Yung-Lin Chuang
2021 Applied Sciences  
We used an online text-stream clustering algorithm and self-adaptive method developed to gather the Twitter data for detection of emerging events.  ...  based on the real-time summary of the event story.  ...  In addition, it is also a type of stream summarization.  ... 
doi:10.3390/app112210596 fatcat:ddx6eoqed5eyjfjudehakxgunu

CLEF 15th Birthday

Nicola Ferro
2014 SIGIR Forum  
2014 marks the 15 th birthday for CLEF, an evaluation campaign activity which has applied the Cranfield evaluation paradigm to the testing of multilingual and multimodal information access systems in Europe  ...  This paper provides a summary of the motivations which led to the establishment of CLEF, and a description of how it has evolved over the years, the major achievements, and what we see as the next challenges  ...  Acknowledgements CLEF would not be possible without all the effort, enthusiasm, and passion of its community: lab organizers, lab participants, and attendees are the core and the real success of CLEF.  ... 
doi:10.1145/2701583.2701587 fatcat:exd4r3qlznhqhm77efsyof5gee

Text Classification Techniques: A Literature Review

2018 Interdisciplinary Journal of Information, Knowledge, and Management  
, subjectivity detection, and contrastive viewpoint summarization are some of the areas that could be explored by researchers.  ...  The role of streaming data processing is still rarely explored when it comes to text classification.  ...  knowledge integration, subjectivity detection, contrastive viewpoint summarization are some areas that could be explored by researchers in this regard (Reamy, 2012) .  ... 
doi:10.28945/4066 fatcat:6dio5bpajjf77lkrs7xdtciveu

User-Generated Content in Social Media (Dagstuhl Seminar 17301)

Tat-Seng Chua, Norbert Fuhr, Gregory Grefenstette, Kalervo Järvelin, Jaakko Paltonen, Marc Herbstritt
2018 Dagstuhl Reports  
WG2 developed a framework for summarizing heterogeneous, multilingual and multimodal data, discussed key challenges and applications of this framework.  ...  As users post vast amounts of text and multimedia content every minute, the analysis of this user generated content (UGC) can offer insights to individual and societal concerns and could be beneficial  ...  The key challenges include multi-source data fusion, multilinguality and multimodality, the handling of time/ temporality/ history, data quality assessment and explainability, knowledge update and renewal  ... 
doi:10.4230/dagrep.7.7.110 dblp:journals/dagstuhl-reports/ChuaFGJP17 fatcat:bman5u6q5zdg7a6csnzwpba7sm

Language awareness and language learning

Agneta M-L. Svalberg
2007 Language Teaching  
Social and political perspectives are then explored in brief reviews of Critical Language Awareness, Inter-/Cross-cultural Awareness, and multilingualism.  ...  This article reviews Language Awareness (LA) as a field of research and practice.  ...  Any remaining errors or infelicities are, of course, my own.  ... 
doi:10.1017/s0261444807004491 fatcat:kzkqryqitzds3hgbvun6vlwroq

The polyglot self in the semiotic spheres of language and culture

Elżbieta Magdalena Wąsik
2015 Sign Systems Studies  
Since particular languages are products and components of social and cultural life, constantly being shaped and changed due to personal and subjective activities of human selves, polyglotism as both multilingualism  ...  Exposing the notion of polyglotism, this paper argues that a multiaspectual typology of selves is possible on the basis of the linguistic and cultural texts that characterize the social roles and pragmatic  ...  Texts refl ect various types of interpersonal relationships ascertainable in social reality.  ... 
doi:10.12697/sss.2015.43.2-3.04 fatcat:4zlkq3acbfgvlnyvfeyrjh3wra

Viewpoint Discovery and Understanding in Social Networks [article]

Mainul Quraishi, Pavlos Fafalios, Eelco Herder
2018 arXiv   pre-print
On the one hand, this has enabled the presence of different viewpoints and opinions about a - usually controversial - topic (like Brexit), but at the same time, it has led to phenomena like media bias,  ...  In this paper, we propose a graph partitioning method that exploits social interactions to enable the discovery of different communities (representing different viewpoints) discussing about a controversial  ...  Ren et al [39] describe a dynamic modeling strategy to infer contrastive opinions in a given stream of multilingual social texts by jointly modeling topics, entities and sentiment labels.  ... 
arXiv:1810.11047v1 fatcat:g3dkhigzu5dn7jrom2stkrl74m

A Survey of Content-Aware Video Analysis for Sports

Huang-Chia Shih
2018 IEEE transactions on circuits and systems for video technology (Print)  
Previous surveys have focused on the methodologies of sports video analysis from the spatiotemporal viewpoint instead of a content-based viewpoint, and few of these studies have considered semantics.  ...  In this regard, a content-aware approach is required to determine user demands. Finally, the paper summarizes the future trends and challenges for sports video analysis.  ...  Soccer Goal Summarization, event detection, provision of augmented information [192] Visual, text, audio, semantic Time Interval Maximum Entropy (TIME) Soccer Goal, yellow card, substitution  ... 
doi:10.1109/tcsvt.2017.2655624 fatcat:rwqzu46sgfb7tpkcav4ysmh6ae

Complex event processing for content-based text, image, and video retrieval

Elizabeth K Bowman, Barbara D Broome, V Melissa Holland, Douglas Summers-Stay, Raghuveer M Rao, John Duselis, Jonathan Howe, Bhopinder K Madahar, Anne-Claire Boury-Brisset, Bruce Forrester, Peter Kwantes, Gertjan Burghouts (+2 others)
2016 2016 International Conference on Military Communications and Information Systems (ICMCIS)  
Respondents should be aware that notwithstanding any other provision of law, no person shall be subject to any penalty for failing to comply with a collection of information if it does not display a currently  ...  time for reviewing instructions, searching existing data sources, gathering and maintaining the data needed, and completing and reviewing the collection information.  ...  provision of relevant program/project technical information.  ... 
doi:10.1109/icmcis.2016.7496546 fatcat:g4omhjgggfb6zdlskc2564jgam

Relooking at the Roles of Translanguaging in English as a Foreign Language Classes for Multilingual Learners: Practices and Implications

Ping Wang
2022 Frontiers in Psychology  
the background of the multilingual turn.  ...  Therefore, the conclusion builds on dynamic multilingual stances to identify the significance of enabling the presence of translanguaging pedagogy.  ...  texts.  ... 
doi:10.3389/fpsyg.2022.850649 pmid:35747679 pmcid:PMC9211767 fatcat:i5hy5aqyz5d5rfrba2y4jnm5we

Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions [article]

Anil Rahate, Rahee Walambe, Sheela Ramanna, Ketan Kotecha
2021 arXiv   pre-print
In the current state of multimodal machine learning, the assumptions are that all modalities are present, aligned, and noiseless during training and testing time.  ...  Multimodal deep learning systems which employ multiple modalities like text, image, audio, video, etc., are showing better performance in comparison with individual modalities (i.e., unimodal) systems.  ...  CRediT authorship contribution statement Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared  ... 
arXiv:2107.13782v2 fatcat:s4spofwxjndb7leqbcqnwbifq4

Open Source Intelligence and its Applications in Next Generation Cyber Security - A Literature Review

Yogish Pai U., Krishna Prasad K.
2021 International journal of applied engineering and management letters  
This literature review to familiarize oneself with the domain of research and to establish the credibility of the work. It also aids in the integration and summarization of the subject.  ...  Purpose: Research serves as a springboard for new ideas, and every scholarly research begins with a review of the literature.  ...  This paper proposes a method for assessing text polarity in a multilingual framework.  ... 
doi:10.47992/ijaeml.2581.7000.0100 fatcat:23qjlrnxdjbpldxivurywnbxoa

Message from the general chair

Benjamin C. Lee
2015 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)  
To inject knowledge, we use a state-of-the-art system which cross-links (or "grounds") expressions in free text to Wikipedia.  ...  To maximize the utility of the injected knowledge, we deploy a learning-based multi-sieve approach and develop novel entity-based features.  ...  multi-label Text Categorization (TC) by means of rerankers.  ... 
doi:10.1109/ispass.2015.7095776 dblp:conf/ispass/Lee15 fatcat:ehbed6nl6barfgs6pzwcvwxria
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