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Principled Multi-Aspect Evaluation Measures of Rankings

Maria Maistro, Lucas Chaves Lima, Jakob Grue Simonsen, Christina Lioma
2021 Proceedings of the 30th ACM International Conference on Information & Knowledge Management  
We present a theoretically principled multi-aspect evaluation method that can be used for any number, and any type, of aspects.  ...  (multi-aspect evaluation).  ...  The second way of doing multi-aspect evaluation is to use a single multi-aspect evaluation measure.  ... 
doi:10.1145/3459637.3482287 fatcat:yae6yxfh2jexdibn6zefjraofq

Evaluating information retrieval system performance based on user preference

Bing Zhou, Yiyu Yao
2009 Journal of Intelligent Information Systems  
One of the challenges of modern information retrieval is to rank the most relevant documents at the top of the large system output.  ...  We find that the normalized distance performance measure is a good choice in terms of the sensitivity to document rank order and gives higher credits to systems for their ability to retrieve highly relevant  ...  The basic principle behind this measure is based on the number of agreeing versus contradictory pairs between ranks.  ... 
doi:10.1007/s10844-009-0096-5 fatcat:i5qrpg3acnaq3ln3fspl7svsvq

Application of Various Multiple Criteria Analysis Methods for the Evaluation of Rural Road Projects

Sahadev Bahadur Bhandari, Dimitrios Nalmpantis
2018 The Open Transportation Journal  
AHP) and precise measurement of criteria of rural roads, in general return similar rankings.  ...  Results: The results of multi-criteria methods depend upon the value of performance measures, weightage, normalization, and aggregation procedures.  ...  This article was written during his period of study at the Aristotle University of Thessaloniki, Greece.  ... 
doi:10.2174/1874447801812010057 fatcat:tnpxy4yfk5ex5edyqlhn6lvlay

Objective assessment of tone mapping algorithms

Hojatollah Yeganeh, Zhou Wang
2010 2010 IEEE International Conference on Image Processing  
Our experiments show that the proposed method correlates well with subjective rankings of existing tone mapping operators.  ...  Inspired by the success of the structural similarity index method for image quality assessment, we propose a new objective assessment algorithm that creates multi-scale similarity maps between HDR and  ...  Figure 5 shows the LDR CONCLUSION AND FUTURE WORK We propose an objective method to assess the quality of LDR images created from HDR images by following the design principle of the multi-scale SSIM  ... 
doi:10.1109/icip.2010.5651778 dblp:conf/icip/YeganehW10 fatcat:km4vuyg6p5cpfewpkaulvwrhb4

BPMR: Bayesian Probabilistic Multivariate Ranking [article]

Nan Wang, Hongning Wang
2022 arXiv   pre-print
Multi-aspect user preferences are attracting wider attention in recommender systems, as they enable more detailed understanding of users' evaluations of items.  ...  In this work, we derive a multi-aspect ranking criterion.  ...  We first formulate a vectorized multi-aspect ranking criterion that enables the modeling of multi-aspects in the ranking task.  ... 
arXiv:1909.08737v2 fatcat:jtbtqleq6jcqpkhbdiqbczmn6a

Sustainability Aspects of Real Estate Development: Lithuanian Case Study of Sports and Entertainment Arenas

Rasa Apanavičienė, Ala Daugėlienė, Tautvydas Baltramonaitis, Vida Maliene
2015 Sustainability  
The Model for Real Estate Investment Evaluation Based on Sustainable Development Aspects proposed by the authors was applied to the case study of Lithuanian sports and entertainment arenas.  ...  Despite extended efforts to evaluate the sustainability aspects of the real estate development, very few attempts have been exposed in the scientific literature pursuing integrating the investors and real  ...  Rasa Apanavičienė led the development of the methodology for this research. Ala Daugėlienė revised and expanded the initial data and performed multi-criteria analysis.  ... 
doi:10.3390/su7066497 fatcat:dljfsatixfg67cy3swhjjgfdoe

Improving the Effectiveness of Multi-Agent Cooperation for Green Manufacturing in China: A Theoretical Framework to Measure the Performance of Green Technology Innovation

Shi Yin, Nan Zhang, Baizhou Li
2020 International Journal of Environmental Research and Public Health  
Finally, a theoretical framework was constructed to measure the performance of the green technology innovation of manufacturing enterprises under multi-agent cooperation.  ...  The results of this study are as follows: The evaluation index system of the green technology innovation performance of manufacturing enterprises under multi-agent cooperation is composed of the technology  ...  Acknowledgments: We thank the editors and external reviewers of this manuscript. Thanks to my friends for their support and help. Conflicts of Interest: The authors declare no conflicts of interest.  ... 
doi:10.3390/ijerph17093211 pmid:32380729 pmcid:PMC7325570 fatcat:rasakrzeufcfbijvbu6djwjol4

Embedded Feature Selection for Multi-label Classification of Music Emotions

Mingyu You, Jiaming Liu, Guo-Zheng Li, Yan Chen
2012 International Journal of Computational Intelligence Systems  
Other three representative multi-label feature selection methods, known as LP-Chi, max and avg, together with four multi-label classification algorithms, is included for performance comparison.  ...  When detecting of emotions from music, many features are extracted from the original music data.  ...  Acknowledgements This work was supported by the Natural Science Foundation of China under grant no. 61005006, and the Fundamental Research Funds for the Central Universities.  ... 
doi:10.1080/18756891.2012.718113 fatcat:yploxjfho5ehrofic5mshh7gim

Automatic Construction of Generalization Hierarchies for Publishing Anonymized Data [chapter]

Vanessa Ayala-Rivera, Liam Murphy, Christina Thorpe
2016 Lecture Notes in Computer Science  
AIKA integrates ontologies to objectively create and evaluate VGHs. It also implements a multi-dimensional reward function to tailor the VGH evaluation to different use cases.  ...  The creation and evaluation of VGHs require expert knowledge and a significant amount of manual effort, making these tasks highly error-prone and time-consuming.  ...  This work was supported with the financial support of the Science Foundation Ireland grants 10/CE/I1855 and 13/RC/2094.  ... 
doi:10.1007/978-3-319-47650-6_21 fatcat:v2ddbi2j5fdovgehpxfcsogcfq

A geographic visualization approach to multi‐criteria evaluation of urban quality of life

Claus Rinner
2007 International Journal of Geographical Information Science  
Interactive maps can be combined with analytical tools to explore various settings of multi-criteria evaluation parameters that define different decision-making strategies.  ...  In a case study, the analytical hierarchy process (AHP) is used to calculate composite measures of urban quality of life (QoL) in Toronto.  ...  Partial funding was provided by the Natural Sciences and Engineering Research Council of Canada and the GEOIDE Network of Centres of Excellence.  ... 
doi:10.1080/13658810701349060 fatcat:nji3bhyqpjbsfe7dsmxuh7ay3a

Evaluation of a Landfill Site Using AHP and TOPSIS Models: A Case Study of Ardakan Landfill, Iran

Saba Zakerian, Mehdi Mokhtari, Sayed Ali Alhosseini Almodaresi
2015 Avicenna Journal of Environmental Health Engineering  
Evaluating municipal landfills is vital due to the importance of health and environmental issues and the possibility of contravening environmental and engineering criteria and principles.  ...  The findings showed that from the options available for municipal landfill evaluation in Ardakan, appropriate and almost appropriate had the highest ranks with coefficients of 0.75 and 0.67, respectively  ...  Measuring for Criteria with a Positive Aspect Range Criteria 0 -2 Very Low Table 5 . 5 Type of Measurement for Indicators with Negative Aspects Range Criteria 0 -2 So much Table 6 .  ... 
doi:10.17795/ajehe754 fatcat:ndzzbv44hbb5pgy337dwqqwvze

If institutional performance matters: Development comparisons of Lithuania, Latvia and Estonia

Manuela Tvaronavičiene, Virginija Grybaite, Agne Tvaronavičiene
2009 Journal of Business Economics and Management  
The difference lies in emphasis, which is being put on economic and institutional aspects of development.  ...  In order to obtain a multi-faceted view, several variants of sustainable development estimations of Lithuania, Latvia and Estonia are being performed.  ...  of Baltic countries according to multicriteria evaluation variants Ranking according to multi-criteria evaluations ESTONIA LITHUANIA LATVIA 1 situation (economic development aspect emphasized  ... 
doi:10.3846/1611-1699.2009.10.271-278 fatcat:7uimxjfdtrbh5p4y24r7jwkt7q

Decision Support Framework for Cycling Investment Prioritization

Draženko Glavić, Miloš N. Mladenović, Marina Milenković
2019 Journal of Advanced Transportation  
The MCA methodology implemented in this decision-support framework is based on Preference Ranking Organization Method for Enrichment Evaluations (PROMETHEE).  ...  On the contrary, development of prioritization list is formulated here as a semi-structured decision problem, thus belonging to the group of multi-criteria analysis (MCA) methods.  ...  Based on the principles of multi-criteria decision theory, formulation aims for informing stakeholders in terms of both interpretation of the results and interaction.  ... 
doi:10.1155/2019/7871426 fatcat:swyohddjyrb4talrslnp6y24j4

An Initial Study of Measuring Aesthetic Web Interfaces Using Fuzzy Analytic Hierarchy Process (FAHP) Approach

Zuriana Abu Bakar, Fatin Sarah Salim, Noor Maizura Mohamad Noor, Rosmayati Mohemad
2020 International Journal of Engineering Trends and Technoloy  
The objectives of this research are to design web-based learning interfaces based on the aesthetic design principles selected, to develop a model for measuring aesthetic web-based learning interfaces based  ...  The expected findings of the current research are the ranking of aesthetic criteria that used to create the web interfaces, and subsequently, can give a consistent criterion that could contribute to the  ...  aspect.  ... 
doi:10.14445/22315381/cati1p204 fatcat:ijunwvhgrfdexlqelgz5d2uvoa

Multi-Criteria Decision Making and its Applications

these methods and finally evaluation of a set of alternatives performed based on criteria weights.  ...  This study presents a small description on the working principle and different methods of a Multi-criteria decision making and furthermore provides survey on their application in different fields.  ...  This study presents a small description on the working principle and different methods of a Multi-criteria decision making and furthermore provides survey on their application in different fields.  ... 
doi:10.35940/ijitee.i1122.0789s419 fatcat:fw5ylqmhwbdn5drgg4badr7i3a
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