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Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness

Yilun Zhou, Steven Schockaert, Julie Shah
2019 The World Wide Web Conference on - WWW '19  
When two concepts are not directly connected by an edge, their relationship can still be described in terms of the paths that connect them.  ...  We show that a neural network model trained on these assessments is able to predict human judgments on unseen paths with near optimal performance.  ...  In this experiment, we study the performance of a query expansion method based on natural ConceptNet paths.  ... 
doi:10.1145/3308558.3313486 dblp:conf/www/ZhouSS19 fatcat:xul3zp64xbf2fmywxouxjq5vku

Improvement of query-based text summarization using word sense disambiguation

Nazreena Rahman, Bhogeswar Borah
2019 Complex & Intelligent Systems  
The drawback with current methods is that while finding semantic relatedness between input text and query, in general they do not consider the sense of the words present in the input text sentences and  ...  Query-based text summarization finds semantic relatedness score between query and input text document for extracting sentences.  ...  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/s40747-019-0115-2 fatcat:uwmim63nlngvlgrlvpve27bmam

A semantic network-based evolutionary algorithm for computational creativity

Atılım Güneş Baydin, Ramon López de Mántaras, Santiago Ontañón
2014 Evolutionary Intelligence  
The algorithm employs commonsense reasoning to ensure all operations preserve the meaningfulness of the networks, using ConceptNet and WordNet knowledge bases.  ...  We introduce a novel evolutionary algorithm (EA) with a semantic network-based representation.  ...  Acknowledgements This work was supported by a JAE-Predoc fellowship from CSIC, and the research grants: 2009-SGR-1434 from the Generalitat de Catalunya, CSD2007-0022 from MICINN, and Next-CBR TIN2009-13692  ... 
doi:10.1007/s12065-014-0119-1 fatcat:x5twvgewlrdd3a6cz6425ad4sq

A Survey of Volunteered Open Geo-Knowledge Bases in the Semantic Web [chapter]

Andrea Ballatore, David C. Wilson, Michela Bertolotto
2013 Intelligent Systems Reference Library  
Research directions in information integration and Geographic Information Retrieval (GIR) are then reviewed, with a critical discussion of their current limitations and future prospects.  ...  Over the past decade, rapid advances in web technologies, coupled with innovative models of spatial data collection and consumption, have generated a robust growth in geo-referenced information, resulting  ...  Fu et al. have devised an ontology and footprint-based query expansion mechanism [36] .  ... 
doi:10.1007/978-3-642-37688-7_5 fatcat:i72rmxk36fbnrmnrdpkmccrbfu

Ontology based Semantic Query Expansion for Searching Queries in Programming Domain

Manal Anwer Khedr, Fatma A. El-Licy, Akram Salah
2021 International Journal of Advanced Computer Science and Applications  
They confirmed the mechanical test results and displayed its improvement with an average of precision @10 82.2% and 91.1% respectively.  ...  A Semantic query expansion method is proposed for disambiguating queries in computer programming domain using ontology.  ...  ), for their time and effort in testing the proposed system and providing their feedback.  ... 
doi:10.14569/ijacsa.2021.0120852 fatcat:2t2t3luvuvg2nejlzwdja5crqy

Automatically acquiring a semantic network of related concepts

Sean Szumlanski, Fernando Gomez
2010 Proceedings of the 19th ACM international conference on Information and knowledge management - CIKM '10  
Our work can thus be conceived of as augmenting the WordNet noun ontology with RelatedTo links.  ...  the goal; Chris Millward, who impressed me with his knack for coming up with creative solutions to problems large and small and by being one of the most level-headed and genuine people I know; Nadeem Mohsin  ...  2.0, with examples (Liu & Singh, 2004a)...................62 2.15 Relations in ConceptNet 5.1 by frequency (core assertions only).......................................63 2.16 Comparison of WordNet-and  ... 
doi:10.1145/1871437.1871445 dblp:conf/cikm/SzumlanskiG10 fatcat:zhykl7wwkrfcjdigpe633odjhi

Syntactic- and morphology-based text augmentation framework for Arabic sentiment analysis

Rehab Duwairi, Ftoon Abushaqra
2021 PeerJ Computer Science  
This is due to several intrinsic reasons such as Arabic multi-dialects, ambiguous syntax, syntactical flexibility and diacritics.  ...  with their proper labels.  ...  By comparison, Arabic WordNet (Elkateb et al., 2006) used the same development approach for word representation of Princeton WordNet to keep it compatible with other Word-Nets' structures.  ... 
doi:10.7717/peerj-cs.469 pmid:33954245 pmcid:PMC8049132 fatcat:aohogb6hwnhexf7jz6qf2mayo4

A computational tool for creative idea generation based on analogical reasoning and ontology

Ji Han, Feng Shi, Liuqing Chen, Peter R.N. Childs
2018 Artificial intelligence for engineering design, analysis and manufacturing  
This paper explores an approach to construct ontologies with sufficient richness and coverage to support reasoning over real-world datasets for prompting creative idea generation.  ...  Ontology is a formal representation of a set of domain concepts and their relationships.  ...  The included data was created by contributors to Commonsense Computing projects, contributors to Wikimedia projects, Games with a Purpose, Princeton University's WordNet, DBPedia, OpenCyc, and Umbel.  ... 
doi:10.1017/s0890060418000082 fatcat:rl3tvsggcbce5g2ccu7rboc72a

The Use of Ontology in Retrieval: A Study on Textual, Multilingual and Multimedia Retrieval

Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Usman Ghani Khan, Nasir Mahmood, Waqar Mahmood
2019 IEEE Access  
Furthermore, we compare and categorize the most recent approaches used in the above-mentioned information retrieval methods along with their major drawbacks and advantages.  ...  Ontological information retrieval systems retrieve data based on the similarity of semantics between the user query and the indexed data.  ...  They compare the effectiveness of TF-IDF based IR, TFIDF based IR using query expansion (WordNet), and IR using combinations of multifarious ontologies.  ... 
doi:10.1109/access.2019.2897849 fatcat:ei2zxyxdjndbvgzzue2indwqy4

Linked Open Data Validity -- A Technical Report from ISWS 2018 [article]

Tayeb Abderrahmani Ghor, Esha Agrawal, Mehwish Alam, Omar Alqawasmeh, Claudia D'amato, Amina Annane, Amr Azzam, Andrew Berezovskyi, Russa Biswas, Mathias Bonduel, Quentin Brabant, Cristina-iulia Bucur, Elena Camossi, Valentina Anita Carriero, Shruthi Chari (+48 others)
2019 arXiv   pre-print
addressing such investigation from different perspectives coupled with different approaches to tackle the issue.  ...  Each LOD entity is identfied by a URI and accessible via HTTP.  ...  Acknowledgement We would like to thank everyone who contributed to the organisation of ISWS, the students who are its soul and motivating engine, and the sponsors.  ... 
arXiv:1903.12554v1 fatcat:e25yvjsucvghzol4uo3omflh7i

ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities [article]

Hongming Zhang, Xin Liu, Haojie Pan, Haowen Ke, Jiefu Ou, Tianqing Fang, Yangqiu Song
2022 arXiv   pre-print
acquired from the unlabeled corpus with modern tools.  ...  Unlike previous commonsense knowledge definition (e.g., ConceptNet), selectional preference (SP) knowledge only relies on statistical distribution over linguistic graphs, which can be efficiently and accurately  ...  ITC of Hong Kong with special thanks to HKMAAC and CUSBLT, and the Jiangsu Province Science and Technology Collaboration Fund (BZ2021065).  ... 
arXiv:2104.02137v2 fatcat:dmb2dhqzevc2pd2vef4n5ds5ei

Enhancing the Accuracy of Ancient Greek WordNet by Multilingual. Distributional Semantics [chapter]

Yuri Bizzoni, Riccardo Del Gratta, Federico Boschetti, Marianne Reboul
Proceedings of the Second Italian Conference on Computational Linguistics CLiC-it 2015  
Acknowledgments This work has been partially supported by the EC project CogNet, 671625 (H2020-ICT-2014-2, Research and Innovation action) and by an IBM Faculty Award.  ...  Acknowledgements The authors would like to thank Maria Simi and Roberta Montefusco for providing the EVALITA14 gold standard set, and the two anonymous reviewers who contributed with their valuable feedback  ...  semantic resources such as ConceptNet, FrameNet, WordNet, BabelNet, etc.  ... 
doi:10.4000/books.aaccademia.1312 fatcat:oau7essk5bh4xosr6piiiyz6hi

Elaborative Rehearsal for Zero-shot Action Recognition [article]

Shizhe Chen, Dong Huang
2021 arXiv   pre-print
In this work, we propose an ER-enhanced ZSAR model inspired by an effective human memory technique Elaborative Rehearsal (ER), which involves elaborating a new concept and relating it to known concepts  ...  Besides directly aligning class semantics with videos, we incorporate objects from the video as Elaborative Concepts (EC) to improve video semantics and generalization from seen actions to unseen actions  ...  We also let Wikipedia find a relevant page title for the query in case no exact page is matched with the query.  ... 
arXiv:2108.02833v2 fatcat:ttlk5tqtjrf5vb7pmssfbb5cgu

Folksonomy-Based Recommender Systems: A State-of-the-Art Review

Daniela Godoy, Alejandro Corbellini
2015 International Journal of Intelligent Systems  
The rapid adoption of these systems has lead to an increasing amount of users providing information about themselves and, at the same time, a growing corpus of rich social knowledge that can be exploited  ...  In this context, tripartite relationships between users, resources and tags contained in folksonomies set new challenges for knowledge discovery approaches to be applied with recommendation purposes.  ...  [89] develop an incremental top-k algorithm with two-dimensional expansions, a social expansion that considers the strength of relations among users and a semantic expansion that considers the relatedness  ... 
doi:10.1002/int.21753 fatcat:ylf6d4a3ybdkpjrytblvgkvbuu

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.  ...  It covers models and methods for discovering and canonicalizing entities and their semantic types and organizing them into clean taxonomies.  ...  We also appreciate the sustained encouragement and support by our editors Surajit Chaudhuri, Joe Hellerstein and Ihab Ilyas.  ... 
arXiv:2009.11564v2 fatcat:vh2lqfmhhbcwpf6dcsej3hhvgy
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