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Making Session-based News Recommenders Diversity-aware

Alireza Gharahighehi, Celine Vens
2020 ACM Conference on Recommender Systems  
In this context, session-based recommenders are able to recommend next items given the sequence of previous items in the active session.  ...  The results of applying proposed scenarios show that these diversification scenarios improve the rank and relevance sensitive diversity measure in session-based k nearest neighbor method based on three  ...  We propose three scenarios to make SKNN method diversity-aware using three news datasets. Related Work The concept of diversity was firstly introduced in the information retrieval community.  ... 
dblp:conf/recsys/GharahighehiV20 fatcat:cirse7mnvva3xnpkr4t3xox7au

Research Note—In CARSs We Trust: How Context-Aware Recommendations Affect Customers' Trust and Other Business Performance Measures of Recommender Systems

Umberto Panniello, Michele Gorgoglione, Alexander Tuzhilin
2016 Information systems research  
We delivered content-based recommendations and context-aware recommendations to two groups of customers and to a control group.  ...  Most of the work on Context-Aware Recommender Systems (CARSes) has focused on demonstrating that the contextual information leads to more accurate recommendations and on developing efficient recommendation  ...  context-aware recommendations.  ... 
doi:10.1287/isre.2015.0610 fatcat:tqsbiwauajeolcedwsovo5ipdi

How to overcome barriers to crop diversification? Key messages & recommendations

Philippe Baret, Clémentine Antier
2022 Zenodo  
These recommendations were presented at the Final Conference of DiverIMPACTS in March 2022, and are presented here as a key messages and recommendations paper.  ...  In the context of EU project DiverIMPACTS, the focus of WP5 is to map barriers to crop diversification and to identify relevant strategies to overcome these barriers in order to facilitate and accelerate  ...  DiverIMPACTS policy brief: Recommendations for overcoming barriers to crop diversification towards sustainable agriculture.  ... 
doi:10.5281/zenodo.6554412 fatcat:rzjqgwecvbfozf3apk4aipfahy

Intent-oriented diversity in recommender systems

Saul Vargas, Pablo Castells, David Vallet
2011 Proceedings of the 34th international ACM SIGIR conference on Research and development in Information - SIGIR '11  
In this poster we explore the adaptation of diversity metrics, techniques, and principles from adhoc IR to the recommendation task, by introducing the notion of user profile aspect as an analogue of query  ...  Diversity as a relevant dimension of retrieval quality is receiving increasing attention in the Information Retrieval and Recommender Systems (RS) fields.  ...  To evaluate the quality of diversified recommendations we adapt measures such as the intent-aware metrics [1] and α-nDCG [3] , where explicit item features are the analogue of categories (or subtopics  ... 
doi:10.1145/2009916.2010124 dblp:conf/sigir/VargasCV11 fatcat:zjh5vaw3wvci7iq5pavbgj3emu


Kemi Funmilayo Omotesho, Felix Adeniyi Akinrinde, Ameedat Jimoh Adenike, Adeseye Oluwasikemi Awoyemi
2019 Journal of Agribusiness and Rural Development  
It recommends among others, the regulation of the activities of ICT service providers in the country for quality service at reduced prices.  ...  Respondents' level of awareness of the use of ICTs in fish farming was high (71.4%), but use was low (48.3%).  ...  Thus, the paper recommends targeted awareness campaigns towards promoting on-farm livelihood diversification among male-headed households to trigger their participation.  ... 
doi:10.17306/j.jard.2019.01223 fatcat:ww4moofig5c55fztaudsxs57qm

Exploiting Regression Trees as User Models for Intent-Aware Multi-attribute Diversity

Paolo Tomeo, Tommaso Di Noia, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Eugenio Di Sciascio
2015 ACM Conference on Recommender Systems  
The model is based on regression trees and is used to improve personalized diversification of the recommendation list in a multi-attribute setting.  ...  Diversity in a recommendation list has been recognized as one of the key factors to increase user's satisfaction when interacting with a recommender system.  ...  CONCLUSIONS AND FUTURE WORK This paper addresses the problem of intent-aware diversification in recommender systems in multi-attribute settings.  ... 
dblp:conf/recsys/TomeoNGLSS15 fatcat:xxrnydfq7nag7krgl7zyssub5e

Product diversification in destinations: The Case of Aswan

2020 Minia Journal of Tourism and Hospitality Research MJTHR  
Therefore, the current study aims to identify the tourist awareness of the non-historical attractions of Aswan and evaluate the marketing efforts in regards to the diversification of Aswan tourism product  ...  The creation of marketers should consist of using all the marketing tools and lead to the diversification of the tourism product.  ...  Recommendations and Conclusion This study aimed to evaluate the marketing efforts in regards to the diversification of Aswan tourism product, in addition to identify the tourists' awareness about the non-historical  ... 
doi:10.21608/mjthr.2020.139592 fatcat:a3tofecg5ba4zotg45modzcyn4

Page 254 of Human Resources Abstracts Vol. 36, Issue 2 [page]

2001 Human Resources Abstracts  
A project of diabetic retinopathy screening among Hispanics was implemented to increase awareness among the participants about diabetic retinopathy, screen for retinopathy, and make recommendations for  ...  A significant increase (6.6%) in the awareness levels of the participants was found.  ... 

Strategy paper for professional training, vocational and higher education on crop diversification - Deliverable 6.4

Rim Baccar, Aline Vandewalle, Louis Lebrun, Timothée Chérière, Raj Chongtham Iman
2021 Zenodo  
from DiverIMPACTS activities and formulating some recommendations to adapt the strategy of formal education and professional training development.  ...  This report aims at: identifying needs to be addressed to accompany crop diversification, developing associated skills and knowledge that should be mastered to fill in gaps, listing examples of resources  ...  Group facilitation skills Skills for group facilitation (designing and leading meeting for groups of peers or multi-actors), compromise building, leadership and communication are recommended.  ... 
doi:10.5281/zenodo.6642292 fatcat:dgxbcuzinzgp3fkvokatsi7bwe

Adaptation Practices to Climate Change Among Rice Farmers in Anambra State of Nigeria

HU Nwalieji, EA Onwubuya
2013 Journal of Agricultural Extension  
The need for active collaboration among the rice farmers and other stakeholders to create more awareness and scale-up the identified adaptation measures and the development of new ones was recommended.  ...  disease resistant varieties, diversification in crop production, multiple cropping, adoption of minimum/zero tillage, adjusting the planting calendar and moderate use of agro-chemicals and fertilizers  ...  diversification in crop production (M=1.52), multiple cropping (M=1.44), adoption of minimum/zero tillage (M=1.50), adoption of recommended improved rice production practices (M=1.45), adjusting the  ... 
doi:10.4314/jae.v16i1.5 fatcat:3lxutmptjzhefkvmbomshfzlay

Special issue on de-personalisation, diversification, filter bubbles and search

Ralf Bierig, Simon Caton
2019 Information retrieval (Boston)  
Acknowledgements We thank all authors for submitting manuscripts to this special issue and choosing it as an outlet for their research in the area of de-personalisation, diversification, filter bubbles  ...  Our gratitude further extends to the editors-in-chief, for their kind support during the preparation and completion of this special issue.  ...  of news recommendations with a closer look to the three metrics of recency, importance (or popularity) and diversity.  ... 
doi:10.1007/s10791-019-09365-w fatcat:5adutz7jrnf6vg75ou6hr4l6tm


Onur Küçüktunç, Erik Saule, Kamer Kaya, Ümit V. Çatalyürek
2013 Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries - JCDL '13  
The service makes use of the citation graph for recommendation. It also features diversification, relevance feedback, graphical visualization, venue and reviewer recommendation.  ...  The academic community has published millions of research papers to date, and the number of new papers has been increasing with time.  ...  Department of Energy SciDAC Grant DE-FC02-06ER2775 and NSF grants CNS-0643969, OCI-0904809 and OCI-0904802.  ... 
doi:10.1145/2467696.2467752 dblp:conf/jcdl/KucuktuncSKC13 fatcat:knofvwc5mranne7nmhtmnrrcsq

Page 357 of Sociology of Education Vol. 17, Issue 6 [page]

1944 Sociology of Education  
work will be in a real sense useful to and respected by the community).  ...  diversification of work or for the other conditions of employment that make a worker feel a job is a real job.  ... 

An evaluation of risk adaptation practices by farmers in Malaysia

Muhammad Ali, Norsida Man, Farrah Melissa Muharam
2018 Regional Problems  
Farming community of Malaysia is also facing climate threats and taking different adaptation measures to manage the risks.  ...  The study recommends that farm insurance as adaptation measure should be promoted by public and private sectors exclusively by agricultural extension personnel to minimize risk on account of climate changes  ...  So, diversification of income acts as effective adaptation measure for victims of natural disasters [6, 12, 14] .  ... 
doi:10.31433/1605-220x-2018-21-3(1)-136-139 fatcat:nga3x547hvbyfhjxgzvw464bxy


Tran Cong Dung, Đao Duy Minh
A total of 100 households in two communes including Quang Phuoc and Quang Cong, Quang Dien district were interviewed.  ...  The recommendations encompass three groups, namely (i) raising awareness and understanding about CC; (ii) improving the infrastructure system; and (iii) diversifying livelihood strategies to increase income  ...  Besides, communities have low awareness of the threats and risks from CC.  ... 
doi:10.26459/hueuni-jed.v128i5c.5119 fatcat:q7ye2ufhcbcini6mv5ticzpwte
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