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Towards a Framework for Semantic Exploration of Frequent Patterns

Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier, Aurélie Bertaux, Éric Gaussier, Marie-Christine Rousset
2013 International Workshop on Information Management for Mobile Applications  
This work opens new perspectives in the semantic exploration of frequent patterns that reflect the behavior of different user communities.  ...  We show on two real datasets, Nokia and MovieLens, how the use of such taxonomies reduces the size of the pattern space and how demographics enable their semantic exploration.  ...  Our primitives are key for the implementation of an interactive exploration framework for frequent usage patterns.  ... 
dblp:conf/immoa/TehraniATBGR13 fatcat:n5dtr5e7kvdzrnvvp4j2ig5tvi

Using Domain Ontology and Sequential Rule Mining for Extracting Behavior Patterns from Web Navigation Logs

C. Ramesh, Department of CSE, CVR College of Engineering Hyderabad, I ndia, K.V. Chalapathi Rao, A. Govardhan, Department of CSE, CVR College of Engineering Hyderabad, I ndia, Department of CSE, School of Information Technology, JNTUH , Hydera bad, India
2014 CVR Journal of Science & Technology  
ERMiner, a state-of-the art algorithm for Sequential rule mining is applied over the Semantic space to generate frequent Sequential rules.  ...  To solve this problem, Personalization becomes a popular solution to customize the World Wide Web environment toward the user's preferences.  ...  [17] proposed a framework XPMiner, which mines frequent patterns over ontology based pattern space.  ... 
doi:10.32377/cvrjst0702 fatcat:osl3xsw6bfd47eyamfuy7p4oxe

Mining semantics for large scale integration on the web

Kevin Chen-Chuan Chang, Bin He, Zhen Zhang
2004 SIGKDD Explorations  
Further, to fulfill the promise of such holistic mining, we discuss challenges toward its realization for dynamic semantics discovery.  ...  As our initial works as well as several related efforts have witnessed, we believe our unified insight, holistic mining for semantics discovery, is a promising methodology toward enabling large scale integration  ...  We find only 25 template patterns overall-which is surprisingly small as a vocabulary for online queries. As just mentioned, Figure 3(c) shows several frequently-used patterns.  ... 
doi:10.1145/1046456.1046465 fatcat:fr6cxu55nbh2zet5aqatcn6kny

Senseseer mobile-cloud-based Lifelogging framework

Rami Albatal, Cathal Gurrin, Jiang Zhou, Yang Yang, Denise Carthy, Na Li
2013 2013 IEEE International Symposium on Technology and Society (ISTAS): Social Implications of Wearable Computing and Augmediated Reality in Everyday Life  
This framework supports customisable analytic services for sensing the person, understanding the semantics of life activities and the easy deployment of analytic tools and novel interfaces.  ...  In this work we present SenseSeer a generic mobile-cloud-based mobile Lifelogging framework.  ...  UbiqLog [3] is a generic mobile phone based Lifelogging framework that focuses on the collection stage and does not explore semantic analysis point-of-view in much depth.  ... 
doi:10.1109/istas.2013.6613113 dblp:conf/istas/AlbatalGZYCL13 fatcat:i2esrzq4tzgcbn7y3fxxxcriw4

Reality mining: sensing complex social systems

Nathan Eagle, Alex (Sandy) Pentland
2005 Personal and Ubiquitous Computing  
This framework supports customisable analytic services for sensing the person, understanding the semantics of life activities and the easy deployment of analytic tools and novel interfaces.  ...  In this work we present SenseSeer a generic mobile-cloud-based mobile Lifelogging framework.  ...  UbiqLog [3] is a generic mobile phone based Lifelogging framework that focuses on the collection stage and does not explore semantic analysis point-of-view in much depth.  ... 
doi:10.1007/s00779-005-0046-3 fatcat:onjnat75lfgspcdlb25qv2fdcm

Semantic Categories of Reporting Verbs across Four Disciplines in Research Articles

Sani Yantandu Uba
2019 English Language Teaching  
A general corpus of one million words and sub-corpus (for each discipline) were compiled from a total of 120 articles representing 30 articles from each discipline.  ...  For example, all the disciplines are having frequency of the three semantic categories of reporting verbs but with certain degree of variations.  ...  Another study of reporting verbs is a framework of Francis, Hunston & Manning (1996) . Their framework is concerned with semantic category of reporting verbs.  ... 
doi:10.5539/elt.v13n1p89 fatcat:lfznqfuk5bgntn743l662sijbi

An Appraisal on Recurrent Pattern Analysis Algorithm from the Net Monitor Records

Sri Hari Nallamala, Siva Kumar Pathuri, Dr Suvarna Vani Koneru
2018 International Journal of Engineering & Technology  
Here, we focus Frequent Pattern-Growth algorithm for data mining.  ...  An assortment of web usage mining practice can advance effort on numerous areas of scientific, medical & social media applications to advance toward for the research & security united zone.  ...  Siva Kumar Pathuri, Associate Professor, Dept. of CSE of K L E F (Deemed to be University) & External Supervisor Dr. Suvarna Vani Koneru, Professor, Dept. of CSE of V.R.  ... 
doi:10.14419/ijet.v7i2.7.10879 fatcat:rzli2g3bqjdlbgfpfgyhgjp22q

WINFRA: A Web-Based Platform for Semantic Data Retrieval and Data Analytics

Addi Ait-Mlouk, Xuan-Son Vu, Lili Jiang
2020 Mathematics  
Given the huge amount of heterogeneous data stored in different locations, it needs to be federated and semantically interconnected for further use.  ...  This paper introduces WINFRA, a comprehensive open-access platform for semantic web data and advanced analytics based on natural language processing (NLP) and data mining techniques (e.g., association  ...  The authors also thank the myPersonality project for data contribution. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/math8112090 fatcat:q6oj2xrc3fh67b5d5be2fmbsa4

Not Lost in Translation: Generalization of the Primary Systems Hypothesis to Japanese-specific Language Processes

Taiji Ueno, Satoru Saito, Akie Saito, Yuki Tanida, Karalyn Patterson, Matthew A. Lambon Ralph
2014 Journal of Cognitive Neuroscience  
We explored these semantic-phonological interactions, first, in a neuroanatomically constrained, parallel-distributed processing model of spoken language processing.  ...  The second is a test of its ability to generalize to a language other than English (in this case Japanese) and, in particular, to a feature of that language (pitch accent) for which there is no English  ...  As a result, they have been tailored toward the typical and frequent structures in that domain.  ... 
doi:10.1162/jocn_a_00467 pmid:24047379 fatcat:coqcqqrqdvdxfnbbzarp2vqjoi

A Language-Parametric Modular Framework for Mining Idiomatic Code Patterns

Dario Di Nucci, Hoang-Son Pham, Johan Fabry, Coen De Roover, Kim Mens, Tim Molderez, Siegfried Nijssen, Vadim Zaytsev
2019 Seminar on Advanced Techniques and Tools for Software Evolution  
This modular framework has a pipeline architecture and a languageparametric meta representation of the artefacts used by each of its 5 components: source code importer, mining preprocessor, pattern miner  ...  In an ongoing industry-university collaboration we are developing a language-parametric framework for mining code idioms in legacy systems.  ...  We search for patterns in the source code, without regarding the semantics of the nodes in a pattern tree.  ... 
dblp:conf/sattose/NucciPFRMMNZ19 fatcat:be3uotufbvdlbmp75pqmjjnsje

An Overview of Corpus Linguistics Studies on Prepositions

Norwati Roslim, Jayakaran Mukundan
2011 English Language Teaching  
Based on these review, this paper will then further add to this body of knowledge by providing a more tangible and practical applications in dealing with prepositions from the perspectives of the teaching  ...  Studies on prepositions have been explored in corpus linguistics. They have been studied in various perspectives mainly in relation to frequency and collocational information.  ...  They provided a 'pattern grammar' framework as used in Colins Cobuild English Dictionary (1995) which includes 75, 000 most frequent words in the Bank of English.  ... 
doi:10.5539/elt.v4n2p125 fatcat:ntozck53zbfv3gx2yjylkgqpwa

A Systematic Review on Existing Data Mining Approaches Envisioned for Knowledge Discovery from Multimedia

Benaka Santosha S, Chitra Kiran N
2018 International Journal of Electrical and Computer Engineering (IJECE)  
The study mostly investigates the existing data-mining tools and their performance metric for the purpose of reviewing this research track.It also highlights the relationship between frequent patterns  ...  Finally the study addresses the existing research issues to strengthen up the future direction of research towards video analytics and pattern recognition.</p>  ...  [45] design follows a model-view-controller (MVC) pattern for applying semantics. Table 1 show the summery of Existing Studies towards data mining key activities.  ... 
doi:10.11591/ijece.v8i2.pp908-916 fatcat:oot2s7xx55hcdoddjant7ny6xy

A Corpus-Driven Analysis of Collocational Framework the * of in the Legal Text: A Case Study of The Criminal Law of the PRC

Bao-Xia XIE, Jun-Cheng CHEN
2019 DEStech Transactions on Social Science Education and Human Science  
Collocational framework is a critical part of the studies of phraseology.  ...  Under this background, this paper attempts to analyze the typical collocational framework the * of in the legal text based on a self-complied corpus of The Criminal Law of the PRC, hoping to revealing  ...  Next, the focus of the analysis will be shifted towards the semantic preference and semantic prosody of the collocational framework.  ... 
doi:10.12783/dtssehs/icesd2019/28075 fatcat:rjoasl5ghze4haax44hprhpgjq

Uncovering Latent Mobility Patterns from Twitter During Mass Events

Enrico Steiger, Timothy Ellersiek, Bernd Resch, Alexander Zipf
2015 GI_FORUM - Journal for Geographic Information Science  
One key challenge is to explore whether this noisy biased dataset can be a reliable source for the knowledge discovery of human mobility during mass events.  ...  In this paper we therefore present an advanced methodologycal framework, including a generative semantic topic modeling and local spatial autocorrelation approach, to observe both spatiotemporal and semantic  ...  We also thank the existing social network community of Twitter for providing access to free available social media data.  ... 
doi:10.1553/giscience2015s525 fatcat:mzrutrrjrbcnlfd56hfa7bl4km

Research Collaboration and Authorship Pattern in the field of Semantic Digital Libraries

Shriram Pandey, Sidhartha Sahoo
2020 DESIDOC Journal of Library & Information Technology  
This study aims to explore research collaborations and authorship patterns in the field of semantic digital libraries(SDL).  ...  A network visualisation tool VOSviewer was used to present authorship correlation network strength and keyword mapping for a better insight into the emerging areas in the field of SDL.  ...  Semantic technologies provide a framework to describe objects, for instance, the need to establish typical schemes in the form of ontologies(Sure &Studer, 2005b, p.3) 5 .  ... 
doi:10.14429/djlit.40.06.15680 fatcat:gdxjgujx5bcqho6jooyifxtgki
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