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Towards graphical models for text processing

Charu C. Aggarwal, Peixiang Zhao
2012 Knowledge and Information Systems  
Almost all these applications use the well known vector-space model for text representation and analysis.  ...  In addition, existing techniques for graph and XML data can be directly leveraged with this new representation.  ...  Conclusions and Summary In this paper, we introduced the concept of distance graphs, a new paradigm for text representation and processing.  ... 
doi:10.1007/s10115-012-0552-3 fatcat:zg4maml2jzce5d4lqyqjtkcqqi

Informational zooming: an interaction model for the graphical access to text knowledge bases

U. Thiel, R. Hammwohner
1987 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '87  
Due to the probable integration of heterogeneous types of information in future information systems, we discuss an interaction model, which refers to a knowledge based model of document description (cf  ...  User interfaces to information systems can be modelled by providing generalized descriptions of the contributions to the dialog from both partners: user and system.  ...  Reimer and D. Soergel for their helpful comments on earlier versions of this paper.  ... 
doi:10.1145/42005.42012 dblp:conf/sigir/ThielH87 fatcat:7adtnk7g2nfmzbckjldodn3ui4

Bayesian graphical models for adaptive filtering

Yi Zhang
2005 SIGIR Forum  
This dissertation uses the Bayesian graphical modelling approach as a unified framework for filtering.  ...  Thirdly, we carry out a user study with a real web-based personal news filtering system and more than 20 users.  ...  paradigm.  ... 
doi:10.1145/1113343.1113358 fatcat:kb5sywtbmfaepezd3btagbqemy

Topological Modeling for Vector Graphics

Boris Dalstein, Jim Foley
2019 IEEE Computer Graphics and Applications  
Third and last, based on the VGC, we introduce the vector animation complex (VAC), a data structure for vector graphics animation, designed to support the modeling of time-continuous topological events  ...  Second, based on this theoretical understanding, we introduce the vector graphics complex (VGC) as a simple data structure that supports fundamental topological modeling operations for vector graphics  ...  To overcome these limitations, we have developed new mathematical models to represent 2D drawings and animations, and have built new digital tools based on these models.  ... 
doi:10.1109/mcg.2019.2891277 fatcat:cevdtpwzd5gejia5kgh63bwidi

Tools for Graphical Specification and Visualization of DEVS Models

Gabriel Wainer, Qi Liu
2009 Simulation (San Diego, Calif.)  
We introduce advanced graphical modeling and visualization facilities for Discrete Event System Specification (DEVS) modeling and simulation (M&S) in the CD++ environment.  ...  The objective is to provide general users with a variety of easy-to-use environments to facilitate the model analysis process and thereby promoting the adoption of M&S by a wider community of practitioners  ...  The architectural models were provided by Professor Michael Jemtrud and Jim Hayes.  ... 
doi:10.1177/0037549708101182 fatcat:j3kf2obx7rctplci36u4kdpsqy

A Graphical Modelling Editor for STARSoC Design Flow Tool Based on Model Driven Engineering Approach

Elhillali Kerkouche, El Bay Bourennane, Allaoua Chaoui
2018 e-Informatica Software Engineering Journal  
Objectives: In this paper, the authors propose a graphical modelling editor for STARSoC design tool which allows models to be constructed quickly and legibly.  ...  STARSoC (Synthesis Tool for Adaptive and Reconfigurable System-on-Chip) is a tool for hardware/software co-design and the synthesis of System-on-Chip (SoC) starting from a high level model using the StreamsC  ...  are focused on the process paradigm.  ... 
doi:10.5277/e-inf180101 dblp:journals/eInformatica/KerkoucheBC18 fatcat:j4nutpp63rabbgegk4xtrymeey

A clone-based graphical modeler and mathematical model generator for optimal production planning in process industries

Murat Draman, İ Kuban Altinel, Nijaz Bajgoric, Ali Tamer Ünal, Burak Birgören
2002 European Journal of Operational Research  
This paper outlines a visually interactive graphical modeling approach for process type production systems, with hidden generation of complex optimization models for production planning.  ...  data for its components, and finally, internally generates and solves its mathematical programming model without any interaction from the user.  ...  This representation consists of graphic icons and graphic arrows standing for refinery process units and product flows, respectively.  ... 
doi:10.1016/s0377-2217(01)00066-2 fatcat:xp34o3szureo7hvjzy6ion7qve


Nathaniel Dean, Monika Mevenkamp, Clyde L. Monma
1992 Computer Science and Operations Research  
The main goal of this paper is to describe NETPAD, an interactive graphics system for network modeling and optimization. There were several factors motivating us while developing this system.  ...  This has resulted in several recent efforts to develop systems for network modeling, algorithms and./or visualization.  ...  NETPAD is an interactive graphics software system which provides an integrated environment for network modeling and optimization with features including: o graphics for creating, displaying and manipulating  ... 
doi:10.1016/b978-0-08-040806-4.50021-6 fatcat:bigbjh7xbvdgjhcvaqduqd5nta

Trans-modern consciousness: Mapping value systems and models for graphic design education

Elizabeth Dori Tunstall
2011 Iridescent  
This paper describes a three-axis model of six design philosophical orientations that map the ranges of traditional or modern approaches to graphic design education as defined by the authorship of the  ...  design brief, the tools used for designing, and valued output of design efforts It argues that through a framework of trans-modern consciousness, institutions and individuals can select among traditional  ...  From a socio-cultural discourse, the role of graphical representation at the time served the purpose of spiritual transcendence.  ... 
doi:10.1080/19235003.2011.11782247 fatcat:4zyonqkz4rabpdnovwzjoimvlu

Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities [article]

Subhabrata Mukherjee
2017 arXiv   pre-print
To this end, we devise new models based on Conditional Random Fields for different settings like incorporating partial expert knowledge for semi-supervised learning, and handling discrete labels as well  ...  Prior works in this domain operate on a static snapshot of the community, making strong assumptions about the structure of the data (e.g., relational tables), or consider only shallow features for text  ...  During the test phase for a "long-tail" user, we take her parameters from the background model. We set the number of facets as Z = 50, and number expertise levels as E = 5, for all the datasets.  ... 
arXiv:1707.08309v1 fatcat:w2jqsobalbcjbivvd44zgwxipu

GIST: Graphical Interactive Display Tools Defining a Model for Interactive Search

Ingrid Montealegre, Robert M. Haralick
2014 2014 22nd International Conference on Pattern Recognition  
We propose a new model of document representation and extend the notion of similarity to consider document length and word synonyms to organize documents into topically relevant groups.  ...  Current research is aimed at finding the best metric to group documents, and in defining the visual model. Our system, named GIST, is built using the PREFUSE toolkit for graphical display [1] .  ...  Two early organizational approaches that changed the representation paradigm are the BEAD system [9] [10] and Scatter/Gather [11] [12] [13] .  ... 
doi:10.1109/icpr.2014.515 dblp:conf/icpr/MontealegreH14 fatcat:s7bos62woveq5misyvn4jvmtta

Conditional Graphical Models for Protein Structural Motif Recognition

Yan Liu, Jaime Carbonell, Vanathi Gopalakrishnan, Peter Weigele
2009 Journal of Computational Biology  
A new type of undirected graphical models are built based on protein structure graphs, whose nodes represent the state of either residues or a secondary structure element and whose edges represent interactions  ...  These cases necessitate a more expressive model to capture the structural properties of proteins, and therefore developing a family of such predictive models is the core of this dissertation.  ...  Therefore we follow and extend the graphical model approaches and develop a series of new models for protein structure prediction.  ... 
doi:10.1089/cmb.2008.0176 pmid:19432536 fatcat:5nvm67fljfebxp7p2gbxmb4yim

Penalized Expectation Propagation for Graphical Models over Strings

Ryan Cotterell, Jason Eisner
2015 Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies  
We present penalized expectation propagation (PEP), a novel algorithm for approximate inference in graphical models.  ...  The need for approximation BP is generally only used directly for short cascades of finite-state transducers (Pereira and Riley, 1997; Knight and Graehl, 1998).  ...  A Non-Parametric Model for the Discovery of Inflectional Paradigms from Plain Text Using Graphical Models over Strings. Ph.D. thesis, Johns Hopkins University, Baltimore, MD, April.  ... 
doi:10.3115/v1/n15-1094 dblp:conf/naacl/CotterellE15 fatcat:fdk3vmgicvdrvjgpds3l2jxg64

Dual Decomposition Inference for Graphical Models over Strings

Nanyun Peng, Ryan Cotterell, Jason Eisner
2015 Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing  
This is the first inference method for arbitrary graphical models over strings that does not require approximations such as random sampling, message simplification, or a bound on string length.  ...  Given an arbitrary graphical model, we decompose it into small acyclic sub-models, whose MAP configurations can be found by finite-state composition and dynamic programming.  ...  Graphical Models Over Strings Factor Graphs and MAP Inference To perform inference on a graphical model (directed or undirected), one first converts the model to a factor graph representation (Kschischang  ... 
doi:10.18653/v1/d15-1108 dblp:conf/emnlp/PengCE15 fatcat:lkhju75tqfhuxfyo7stiwm6cey

SpineCreator: a Graphical User Interface for the Creation of Layered Neural Models

A. J. Cope, P. Richmond, S. S. James, K. Gurney, D. J. Allerton
2016 Neuroinformatics  
Here we describe a new graphical software tool, SpineCreator, which facilitates the creation and visualisation of layered models of point spiking neurons or rate coded neurons without requiring the need  ...  As a unique application for the graphical creation of neural networks, SpineCreator represents an important step forward for neuronal modelling.  ...  reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s12021-016-9311-z pmid:27628934 pmcid:PMC5306153 fatcat:5immy5fqg5gs3of6lyfc6uwah4
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