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Recommendations for Evolving Relational Databases [chapter]

Julien Delplanque, Anne Etien, Nicolas Anquetil, Stéphane Ducasse
2020 Lecture Notes in Computer Science  
To support recommendations, we designed a meta-model for relational databases easing computation of change impact.  ...  Relational databases play a central role in many information systems. Their schemas contain structural and behavioral entity descriptions.  ...  A Behavior-Aware Meta-Model for Relational Databases This section presents our meta-model for relational databases.  ... 
doi:10.1007/978-3-030-49435-3_31 fatcat:qxb3jwg55fdy3fu5lxnwvn2vx4

Evolving temporal association rules in recommender system

Huiyu Zhou, Kotaro Hirasawa
2017 Neural computing & applications (Print)  
This research involves implementation of genetic network programming (GNP) and ant colony optimization (ACO) to solve the sequential rule mining problem for commercial recommendations in time-related transaction  ...  databases.  ...  Temporal Association Rules in Recommender System''.  ... 
doi:10.1007/s00521-017-3217-z fatcat:xouwyhbllrbnjp7vdweb36ue6y

Improving Recommendations for Online Retail Markets Based on Ontology Evolution

Rana Alaa, Mariam Gawish, Manuel Fernández-Veiga
2021 Electronics  
However, as the user preferences evolve with time, the one-shot ontology construction is too constrained for capturing individual diverse opinions and users' preferences evolution over time.  ...  This paper will present a novel recommendation system architecture based on ontology evolution, the proposed subsystem architecture for ontology evolution.  ...  ., materials used for experiments). Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/electronics10141650 fatcat:gzdzg6vm6vbqxjole4x54dlh5m

Introduction to Information Filtering and Retrieval: Soft Computing-Based Approaches Minitrack

Gabriella Pasi, Witold Pedrycz
2014 2014 47th Hawaii International Conference on System Sciences  
The authors address the problem of tag recommendation, a specific recommendation task for recommending metadata (tags) for a web resource (item) during the user annotation process.  ...  The paper addresses the problem of retrieving information from databases; in particular, the paper reviews mechanisms of flexible querying in databases, and discusses a method for aggregating the individual  ...  The authors address the problem of tag recommendation, a specific recommendation task for recommending metadata (tags) for a web resource (item) during the user annotation process.  ... 
doi:10.1109/hicss.2014.119 dblp:conf/hicss/PasiP14 fatcat:ejsss6eeyjasvijesqt7p36xve

Community Formation as a Byproduct of a Recommendation System: A Simulation Model for Bubble Formation in Social Media

Franco Bagnoli, Guido de Bonfioli Cavalcabo', Banedetto Casu, Andrea Guazzini
2021 Future Internet  
We show that the simple effect of the recommendation system is not sufficient to induce the isolation of communities, even when the database of user–user affinity is based on a small sample of initial  ...  This dynamical affinity database determines the interaction network.  ...  Based on such an affinity database, the recommendation system selects the fraction of users to which a message is propagated.  ... 
doi:10.3390/fi13110296 fatcat:hie2goym2zbodnbtcj4sf3qhla

Information and Data Sharing Policy, Genomic Science Program, DOE

Susan Gregurick, Susan Gregurick
2011 Nature Precedings  
(s) appropriate for  ...  Experimental biology has evolved in the past 20 years to include a rapid-access, global scientific community hyper connected through the Internet.  ...  Possible microarray databases for data deposition include the Gene Expression Omnibus (5), ArrayExpress (6) and the Stanford Microarray Database (7). II.B.  ... 
doi:10.1038/npre.2011.5973.1 fatcat:cbxoxkuemfaszhusrq6fvyrokm

Information and Data Sharing Policy, Genomic Science Program, DOE

Susan Gregurick, Susan Gregurick
2011 Nature Precedings  
(s) appropriate for  ...  Experimental biology has evolved in the past 20 years to include a rapid-access, global scientific community hyper connected through the Internet.  ...  Possible microarray databases for data deposition include the Gene Expression Omnibus (5), ArrayExpress (6) and the Stanford Microarray Database (7). II.B.  ... 
doi:10.1038/npre.2011.5973 fatcat:dbnmfvfqazhonitquewd3gd4dy

TalkMine and the adaptive recommendation project

Luis Mateus Rocha
1999 Proceedings of the fourth ACM conference on Digital libraries - DL '99  
This system is currently being implemented for the research library of the Los Alamos National Laboratory under the Adaptive Recommendation Project.  ...  TalkMine is an adaptive recommendation system which is both content-based and collaborative, and further allows the crossover of information among multiple databases searched by users.  ...  This first results in a list of document and related topic recommendations issued according to the user's profile and present interests, as well as the integration of knowledge from the several information  ... 
doi:10.1145/313238.313416 dblp:conf/dl/Rocha99 fatcat:dn2tmtqnprhmja22aqvyhyo2ci

Prospects of Public Relations in India: Insights from the Literature

Sanjaya Kumar Sahoo, Suresh Chandra Nayak
2022 Zenodo  
The study finds that the Indian public relations sector is fast evolving, and most scholars are optimistic about a bright future of the profession in the country.  ...  This review paper presents consolidated information about the opportunities for the public relations industry in India while listing some critical issues to be addressed for the industry's growth.  ...  The literature suggests that public relations in India has evolved as one of the emerging professional disciplines with increasing demand for the profession.  ... 
doi:10.5281/zenodo.6586849 fatcat:gz7zozzhoje7dexo2sop3dlhzq

Monitoring Propagations in the Blogosphere for Viral Marketing

Meichieh Chen, Neil Rubens, Fumihiko Anma, Toshio Okamoto
2012 Journal of Emerging Technologies in Web Intelligence  
The work presented here is to show how blog content can be economically and feasibly analyzed by existing internet sources such as Wikipedia database and the usage of page return from a Japanese search  ...  database Topic Propagation Noise Keyword Topic Evolved Topic 1 Evolved Topic 2 Keyword related words ) ( i w pr ) , ( i i w w pr Table 4 . 4 Topic identification of  ...  For example, we could combine event based thesaurus by including news database, thereby automatically notifying blogger interests with related real-world events in a real-time manner.  ... 
doi:10.4304/jetwi.4.1.94-105 fatcat:2jip3s54qrayjhxj72uwqvvxki

BioSharing: curated and crowd-sourced metadata standards, databases and data policies in the life sciences

Peter McQuilton, Alejandra Gonzalez-Beltran, Philippe Rocca-Serra, Milo Thurston, Allyson Lister, Eamonn Maguire, Susanna-Assunta Sansone
2016 Database: The Journal of Biological Databases and Curation  
platform for standard and database developers/curators; and a research tool for bench and computer scientists to plan their work.  ...  BioSharing is working with an increasing number of journals and other registries, for example linking standards and databases to training material and tools.  ...  Acknowledgements We are grateful to the University of Oxford e-Research Centre, IMI eTRIKS and the BBSRC COPO project, ELIXIR UK node and the NIH BD2K bioCADDIE and CEDAR projects for co-funding this work  ... 
doi:10.1093/database/baw075 pmid:27189610 pmcid:PMC4869797 fatcat:nhw3xv3pp5cw3eoola6owfkeeq

Towards Publish/Subscribe Functionality on Graphs

Lefteris Zervakis, Christos Tryfonopoulos, Vinay Setty, Stephan Seufert, Spiros Skiadopoulos
2016 International Conference on Extending Database Technology  
To this end, we design a proof-of-concept filtering algorithm for supporting structural matching of continuous graph queries against updates in the evolving graph and demonstrate the need for efficient  ...  In this work, we introduce the publish/subscribe paradigm to support continuous query processing over evolving graphs and motivate it for a number of applications and a variety of possible continuous queries  ...  Finally, we plan to develop a distributed solution for graph pub/sub that will fit naturally distributed evolving graphs and will be able to scale to massive amounts of data.  ... 
dblp:conf/edbt/ZervakisTSSS16 fatcat:4cmwhgevrvhqljmkgntzdcupaa

Using graph-based models in a persuasive social recommendation system

Javier Palanca, Stella Heras, Javier Jorge, Vicente Julian
2015 Proceedings of the 30th Annual ACM Symposium on Applied Computing - SAC '15  
In this paper, we show how we have used a graph-based model to extract and model data in order to develop a Social Recommendation System which recommends recipes in a social network.  ...  One of the main reasons for choosing a graph database versus relational databases and NOSQL stores is their improved performance when dealing with connected data [8] .  ...  Only the information related with the interactions in the social network will be stored in the application's database.  ... 
doi:10.1145/2695664.2695732 dblp:conf/sac/CamaraHJJ15 fatcat:zy5iwvizjnh23hrme7kceud2ta

Recommendation-Based Evolvement of Dynamic Schemata in Semistructured Information Systems

Eva Zangerle, Wolfgang Gassler
2010 Workshop Grundlagen von Datenbanken  
We present a novel concept for semistructured information systems, which features a dynamic and self-learning schema system and provides the users with recommendations when entering information.  ...  The recommendations ensure the creation and maintenance of a common, homogeneous schema while at the same time not restricting the user's flexibility to enter any kind of information.  ...  However, such structureless storage prevents every possibility to provide structured access or search facilities on the stored information, as for example relational databases do.  ... 
dblp:conf/gvd/ZangerleG10 fatcat:fkot75dpmfgtbf2muk4ar54czi

Test Case Generation From Web Usage Information

Jorge Esparteiro Garcia, Ana C.R. Paiva, Anca-Maria Bizoi
2021 Procedia Computer Science  
REQAnalytics is a recommendation system that collects information about the usage of a SaaS and generates recommendations to improve the SaaS provided.  ...  When requirements change, related test cases need to be updated accordingly.  ...  This data is stored in a database for further analysis.  ... 
doi:10.1016/j.procs.2021.01.247 fatcat:kz6ahr3idfdltlve3xzvur2lrq
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