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The YAGO-NAGA approach to knowledge discovery

Gjergji Kasneci, Maya Ramanath, Fabian Suchanek, Gerhard Weikum
2009 SIGMOD record  
This paper gives an overview on the YAGO-NAGA approach to information extraction for building a conveniently searchable, large-scale, highly accurate knowledge base of common facts.  ...  The paper presents the architecture of the YAGO extractor toolkit, its distinctive approach to consistency checking, its provisions for maintenance and further growth, and the query engine for YAGO, coined  ...  But we could incorporate other sources such as DBLP or UMLS, and adapt the YAGO extractors to them.  ... 
doi:10.1145/1519103.1519110 fatcat:i2em7dds4bajjppfob5nepjxxq

Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases [article]

Gerhard Weikum, Luna Dong, Simon Razniewski, Fabian Suchanek
2021 arXiv   pre-print
Equipping machines with comprehensive knowledge of the world's entities and their relationships has been a long-standing goal of AI.  ...  Over the last decade, large-scale knowledge bases, also known as knowledge graphs, have been automatically constructed from web contents and text sources, and have become a key asset for search engines  ...  It is a great pleasure and honor to have such wonderful colleagues in our research community.  ... 
arXiv:2009.11564v2 fatcat:vh2lqfmhhbcwpf6dcsej3hhvgy

Deep Learning for Deepfakes Creation and Detection: A Survey [article]

Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Thien Huynh-The, Saeid Nahavandi, Thanh Tam Nguyen, Quoc-Viet Pham, Cuong M. Nguyen
2022 arXiv   pre-print
This paper presents a survey of algorithms used to create deepfakes and, more importantly, methods proposed to detect deepfakes in the literature to date.  ...  We present extensive discussions on challenges, research trends and directions related to deepfake technologies.  ...  Instead of using one random latent code during training, this method uses two latent codes to generate a given proportion of images.  ... 
arXiv:1909.11573v4 fatcat:wbxcljyajnalfednnddyyndxfe

The Global Environment Facility and Latin American Countries [chapter]

Cristian Lorenzo, Joel H. González
2019 The Latin American Studies Book Series  
Acknowledgements This article is the product of project Fondecyt N°1150375 and of the  ...  The current GEF's CEO has a PhD from the University of Tokyo, Japan (GEF 2018f).  ...  time, they have designed a world map to locate the largest reserves hydrics of the planet.  ... 
doi:10.1007/978-3-030-24254-1_1 fatcat:63l2ofafanbnlid5gdlofbmife

Foundations for Meaning and Understanding in Human-centric AI [article]

Steels, Luc (ed.)
2022 Zenodo  
We call this kind of AI meaningful AI in contrast to AI that rests exclusively on the use of statistically acquired pattern recognition and pattern completion.  ...  Our explorations have yielded a wealth of insights: about understanding in general and the role of narratives in this process, about possible applications of meaningful AI in a diverse set of human-centred  ...  and rhetorics in economics and economic a↵airs; reminding me not to lose sight of a fundamental aspect of this ambitious project, its focus on the human beings, and on their use of language for (re)constructing  ... 
doi:10.5281/zenodo.6666819 fatcat:ia3wwkrfrrcmhfpxobqxvwtesi

Journal of Sustainable Development, Vol. 1, No. 1, March 2008, all in one file

Editor JSD
2009 Journal of Sustainable Development  
This paper explored key issues in how knowledge of the environment is constructed in the Third World.  ...  It concludes by raising crucial questions for environmental research in the Third World where there is limited role of governments and communities in protecting their environment.  ...  Lessa (Geosciences Institute of the Federal University of Bahia) with the help to find relevant references about TSB.  ... 
doi:10.5539/jsd.v1n1p0 fatcat:smul6n6crfcdnnf4jgnjuzksim

A generic model to handle complexity in collaborative networks

Maike Scherrer-Rathje, Jens Arnoscht, Peter Egri, Eric Braun, Balazs C Csaji, Gunther Schuh
2009 PICMET '09 - 2009 Portland International Conference on Management of Engineering & Technology  
The DPM uses the House of Quality from Quality Function Deployment (QFD) to map demanded qualities to specific design features.  ...  To answer these questions, we take a relational approach in which actor and relationship features are studied in a sample of firms located at the Innovation Hub (South Africa).  ...  a strategic master plan or road map for the industry that seeks to counter this problem.  ... 
doi:10.1109/picmet.2009.5262237 fatcat:qj6qsep2wzckvefpxq7soiy6q4

Off Pitch: Football's Financial Integrity Weaknesses, and How to Strengthen Them

Matthew Andrews, Peter Harrington
2016 Social Science Research Network  
Men's professional football is the biggest sport in the world, producing (by our estimate) US $33 billion a year.  ...  All is not well in the sector, however, with regular scandals raising questions about the role of money in the sport.  ...  We believe that these three roles need to be separated more aggressively than they have been to date, as simplified in Figure 42 .  ... 
doi:10.2139/ssrn.2746644 fatcat:6lja2le2ufeyrdjjf2xqv57req

Uncovering and Managing the Impact of Methodological Choices for the Computational Construction of Socio-Technical Networks from Texts

Jana Diesner
As a result, us [...]  ...  Also, performing reference resolution prior to relation extraction leads to the retrieval of completely different sets of key entities in comparison to not applying this pre-processing technique.  ...  Using dictionaries has also been shown to help with domain adaption, i.e. adapting an extractor from the training data domain to other domains for conducting inference (Ciaramita & Altun, 2005) .  ... 
doi:10.1184/r1/6724115.v1 fatcat:i5rudkljjzdgbh32aichda6ahy

Joint Discourse-aware Concept Disambiguation and Clustering

Angela Petra Fahrni
We approach the question which context is relevant to disambiguate a mention from a discourse perspective and state that different mentions require different notions of contexts.  ...  Concept disambiguation is the task of linking common nouns and proper names in a text -henceforth called mentions -to their corresponding concepts in a predefined inventory.  ...  For example PHOTOGRAPH can be used in one single discourse to refer to the photograph of a famous actor, to some photographs of a tiger and to a photograph of an actor with a tiger.  ... 
doi:10.11588/heidok.00020737 fatcat:vhljgiqbrbcwtpjxce6k4vcp2a

Explainable methods for knowledge graph refinement and exploration via symbolic reasoning [article]

Mohamed Hassan Mohamed Gad-Elrab, Universität Des Saarlandes
The method uses rules to rewrite a iii candidate fact into a set of related facts that are easier to spot and confirm (or refute).  ...  Cluster explanation consists of a concise combination of entity relations that distinguish this cluster.  ...  For instance, clustering domain-related entities such as movies, actors, and directors as one cluster representing domain of art creation, while books, authors and publishers as another cluster representing  ... 
doi:10.22028/d291-34423 fatcat:hvpoxkfc5zgmbce32pfbcvmejy

Towards multi-modal face recognition in the wild

Chao Xiong, Tae-Kyun Kim, Imperial College London
It is desirable to design a framework adaptive to the modality-driven variations in the specific scenarios.  ...  Over the past a few decades, face recognition has drawn significant attention due to its potential use in biometric authentication, surveillance, security, robotics and so on.  ...  In the forward process of a convolution layer, one 3-D convolution kernel is applied on all the feature maps -channels of the 3-D outputs of previous layer, and is used to compute one output feature map  ... 
doi:10.25560/34935 fatcat:bgn7ennck5amzcaywailvt3ddu

Deliberative water governance : theory and practice in the Mekong region [article]

John Gregory Dore, University, The Australian National, University, The Australian National
Water governance can be understood along a spectrum, from a means to achieve pre{u00AD}determined objectives to a social process of dialogue, negotiation and decision-making.  ...  Deliberation deficits observed and reported in Part B provoked exploration of deliberative processes (Part C, Chapters 6-11) as a potential pathway to improving water governance.  ...  Acknowledgements In addition to this global Ashgate production, the paper is being included in a set of Mekong papers on wider water governance issues by the M-POWER network (  ... 
doi:10.25911/5d63bfe27aaa7 fatcat:ipknzttbsjb6dcw753o2cczbpe

Knowledge-intensive, high-performance relation extraction [article]

Sebastian Krause, Technische Universität Berlin, Technische Universität Berlin, Volker Markl, Hans Uszkoreit
The first two contributions deal with various aspects of the automatic discovery of linguistic patterns, which we use for the detection of relations.  ...  We aim to remedy this de cit by proposing a construction methodology for a new kind of resource [...]  ...  , a sub-project of the Software Campus initiative financed by BMBF to support PhD-level researchers (contract 01IS12050)  ... 
doi:10.14279/depositonce-6626 fatcat:5e3jzx6e4fcgtex6ztql65xz24

Unsupervised Learning of Relational Entailment Graphs from Text [article]

Mohammad Javad Hosseini, University Of Edinburgh, Mark Steedman
We extract predicate-argument structures from large multiple-source news corpora using a fast Combinatory Categorial Grammar parser.  ...  The surface form of a sentence that answers a question such as "Does Facebook own Instagram?"  ...  I am thankful to  ... 
doi:10.7488/era/877 fatcat:4ea2cowlcrbofcfwnp5z3db2lm
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