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Towards a probabilistic modal logic for semantic-based information retrieval

Jian-Yun Nie
1992 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '92  
Semantic-based approaches to Information Retrieval make a query evaluation similar to an inference process based on semantic relations. semantic-based approaches find out hidden semantic relationships  ...  A new model is developed on the basis of an extended modal logic.  ...  Abstract: Semantic-based approaches to Information Retrieval make a query evaluation similar to an inference process based on semantic relations. semantic-based approaches find out hidden semantic relationships  ... 
doi:10.1145/133160.133188 dblp:conf/sigir/Nie92 fatcat:ir6qfw3u7bfkzfq23kzn55h4wa

A Survey on Multimodal Video Representation for Semantic Retrieval

J. Calic, N. Campbell, S. Dasiopoulou, Y. Kompatsiaris
2005 EUROCON 2005 - The International Conference on "Computer as a Tool"  
This paper surveys the approaches to video representation, focusing on semantic analysis for content-based indexing and retrieval.  ...  A problem of adaptive representation of digital multimedia is critically assessed and some novel ideas are presented.  ...  For more information please visit www.cost292.org.  ... 
doi:10.1109/eurcon.2005.1629877 fatcat:e25kjkfqx5fplht6rrnavhwy54

Towards an information logic

C. J. van Rijsbergen
1989 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '89  
These steps have been taken by developing formal models for information retrieval, but to date none of these are complete nor could any claim to be a computational model for IR.  ...  This paper argues that much of the research work in the past has been steps in the direction of a logic for IR.  ...  A logic based on a formal semantics can be the carrier of information. Usually a query is an expression of a lack of information, a retrieved document is intended to fill that information gap.  ... 
doi:10.1145/75334.75344 dblp:conf/sigir/Rijsbergen89 fatcat:nagfj2sxebb5fahimk5wc3axci

Emerging Trends in Reducing Semantic Gap towards Multimedia Access: A Comprehensive Survey

Aijazahamed Qazi, R. H. Goudar
2016 Indian Journal of Science and Technology  
Application/Improvement: Use of Description logics increases the efficiency of semantic retrieval.  ...  Semantic web is combined with statistical and machine learning techniques to increase the efficiency of an information retrieval system.  ...  The proposed approach combines feature based similarity methods with logic for multimedia retrieval.  ... 
doi:10.17485/ijst/2016/v9i30/99072 fatcat:asnamx3urveabjyritsri3guuy

Towards an information logic

C. J. van Rijsbergen
1989 SIGIR Forum  
These steps have been taken by developing formal models for information retrieval, but to date none of these are complete nor could any claim to be a computational model for IR.  ...  This paper argues that much of the research work in the past has been steps in the direction of a logic for IR.  ...  A logic based on a formal semantics can be the carrier of information. Usually a query is an expression of a lack of information, a retrieved document is intended to fill that information gap.  ... 
doi:10.1145/75335.75344 fatcat:rhi2ae6jrvfirkrlc3ajax4ovm

TOWARDS A LOGICAL RECONSTRUCTION OF INFORMATION RETRIEVAL THEORY

Fabrizio Sebastiani
1999 Cybernetics and systems  
We here expand on a previous paper concerning the role of logic in information retrieval (IR) modelling.  ...  theory, namely the distinction between the proof-theoretic and the model-theoretic views of a database, spelled out by Reiter in his "logical reconstruction of database theory".  ...  I am also grateful to Roberto Sebastiani for providing valuable pointers to the theorem proving literature.  ... 
doi:10.1080/019697299125145 fatcat:sbikia5sabgobcd4ygjubee7ne

Page 4499 of Mathematical Reviews Vol. , Issue 80K [page]

1980 Mathematical Reviews  
prob- lems, by methods of mathematical logic (5) Computational cor- rectness, (6) Logical algebraic models of data bases, (7) Logical analysis of natural language, (8) Logical tools for data-retrieval  ...  Nepeivoda, A system of inference rules for intuitionist logic, ori- ented towards the construction of programs (pp. 81-85); A. Pljuskjaviéene [A.  ... 

A study of probability kinematics in information retrieval

F. Crestani, C. J. van Rijsbergen
1998 ACM Transactions on Information Systems  
We analyze the kinematics of probabilistic term weights at retrieval time for different Information Retrieval models. We present four models based on different notions of probabilistic retrieval.  ...  The two other models are based on a logical technique of evaluating the probability of a conditional called imaging; one is a generalization of the other.  ...  Special thanks to Peter Bruza for the interesting discussions on the topics of this research, and to Mark Sanderson for his most valuable help in the experimentation.  ... 
doi:10.1145/290159.290161 fatcat:o3lmou2fobd7lcsazvwuopqbu4

A Review of Methodologies for Natural-Language-Facilitated Human-Robot Cooperation [article]

Rui Liu, Xiaoli Zhang
2017 arXiv   pre-print
In this review, a comprehensive summary about methodologies for NLC is presented.  ...  Natural-language-facilitated human-robot cooperation (NLC) refers to using natural language (NL) to facilitate interactive information sharing and task executions with a common goal constraint between  ...  In a logic model, logics are equally important without contribution differences towards execution success.  ... 
arXiv:1701.08756v3 fatcat:gquzgq3w6bcf5ih4aubchyyulm

Semantic Representation of Multimedia Content [chapter]

Kalliopi Dalakleidi, Stamatia Dasiopoulou, Giorgos Stoilos, Vassilis Tzouvaras, Giorgos Stamou, Yiannis Kompatsiaris
2011 Lecture Notes in Computer Science  
In this chapter we consider the formal representation of multimedia semantics that pertain to media and domain specific descriptions, for the purpose of supporting both the extraction and subsequent semantic  ...  Multimedia documents constitute extremely rich information resources, whose efficacious management is intertwined with the effective capturing of the underlying semantics.  ...  Bayesian inference, subjective logic, etc.), and so forth; see [29] for a list of applications of fuzzy sets and fuzzy logic.  ... 
doi:10.1007/978-3-642-20795-2_2 fatcat:d7rwu7tncjbs5pzkx6o66eotay

Probability kinematics in information retrieval

F. Crestani, C. J. van Rijsbergen
1995 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '95  
We analyse the kinematics of probabilistic term weights at retrieval time for di erent Information Retrieval models. We present four models based on di erent notions of probabilistic retrieval.  ...  The two other models are based on a logical technique of evaluating the probability of a conditional called imaging, one is a generalisation of the other.  ...  Special thanks to Peter Bruza for the interesting discussions on the topics of this research, and to Mark Sanderson for his most valuable help in the experimentation.  ... 
doi:10.1145/215206.215373 dblp:conf/sigir/CrestaniR95 fatcat:wxrdnxnmffg4ley4kx7ywlu76m

Multimodal Fusion: A Review, Taxonomy, Open Challenges, Research Roadmap and Future Directions

Mohd Anas Wajid, Aasim Zafar
2021 Zenodo  
In this way, the present work tries to incorporate neutrosophic logic and its applications in the field of computer vision including multimodal data fusion and information systems.  ...  The present work collects a plethora of previous research work in the field of multimodal fusion which despite a lot of research could not handle the imperfections.  ...  A pLSA based model proposed by Lienhart et al. [2009] is again used to retrieve information in multimodal retrieval systems [47] . A.  ... 
doi:10.5281/zenodo.5485569 fatcat:4xj6w5go7fhhxdtbs54iruyg7a

Towards LarKC: A Platform for Web-Scale Reasoning

Dieter Fensel, Frank van Harmelen, Bo Andersson, Paul Brennan, Hamish Cunningham, Emanuele Della Valle, Florian Fischer, Zhisheng Huang, Atanas Kiryakov, Tony Kyung-il Lee, Lael Schooler, Volker Tresp (+3 others)
2008 2008 IEEE International Conference on Semantic Computing  
This is achieved by (i) enriching the current logic-based Semantic Web reasoning methods, (ii) employing cognitively inspired approaches and techniques, and (iii) building a distributed reasoning platform  ...  In this paper, we present our plan of building the Large Knowledge Collider, a platform for massive distributed incomplete reasoning that will remove these scalability barriers.  ...  This will be achieved by: • Enriching the current logic-based Semantic Web reasoning with methods from information retrieval, machine learning, information theory, databases, and probabilistic reasoning  ... 
doi:10.1109/icsc.2008.41 dblp:conf/semco/FenselHABCVFHKLSTWWZ08 fatcat:bxvttqkjebafvborrozljv3uny

Deontic Modals and Probabilities: One Theory to Rule Them All? [chapter]

Fabrizio Cariani
2016 Deontic Modality  
I offer a probabilistic premise semantics that explains all the data that create trouble for the rival theories. keywords: deontic modality, probability, information sensitivity, premise semantics, deontic  ...  This paper motivates and develops a novel semantic framework for deontic modals.  ...  Different choices of modal base and ordering source create different flavors for the modals.  ... 
doi:10.1093/acprof:oso/9780198717928.003.0002 fatcat:krsgehntkzhp3k2ccbu3lgzvmq

Function-Based Search of Place Using Theoretical, Empirical and Probabilistic Patterns

Emmanuel Papadakis, George Baryannis, Andreas Petutschnig, Thomas Blaschke
2019 ISPRS International Journal of Geo-Information  
In this study, we introduce flexibility into these patterns in terms of what is included when describing the spatial composition of a place using two distinct approaches, based on modal and probabilistic  ...  Searching for places rather than traditional keyword-based search represents significant challenges.  ...  Learning based on probabilistic logic programming is an appropriate solution for extracting probabilistic patterns for three main reasons.  ... 
doi:10.3390/ijgi8020092 fatcat:etvdyghvijglfbjrlly3ti43i4
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