Collaborative Filtering Similarity Measures: Revisiting
This paper discussed the most commonly used similarity measures in Collaborative Filtering (CF) recommender system. In addition, the author introduced some recommendations related to CF system quality improvement which should be considered in the process of formulating similarity measure that may le...
| Main Authors: | Al-Bashiri, Hael, Abdulgabber, Mansoor Abdullateef, Awanis, Romli, Hujainah, Fadhl |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Association for Computing Machinery
2017
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/18508/ http://umpir.ump.edu.my/id/eprint/18508/1/fskkp-2017-hael-Collaborative%20Filtering%20Similarity%20Measures%20Revisiting.pdf http://umpir.ump.edu.my/id/eprint/18508/7/fskkp-2017-hael-Collaborative%20Filtering%20Similarity1.pdf |
Similar Items
Collaborative Filtering Recommender System: Overview and Challenges
by: Al-Bashiri, Hael, et al.
Published: (2017)
by: Al-Bashiri, Hael, et al.
Published: (2017)
A Developed Collaborative Filtering Similarity Method to Improve the Accuracy of Recommendations under Data Sparsity
by: Al-Bashiri, Hael, et al.
Published: (2018)
by: Al-Bashiri, Hael, et al.
Published: (2018)
An improved memory-based collaborative filtering method based on the TOPSIS technique
by: Al-Bashiri, Hael, et al.
Published: (2018)
by: Al-Bashiri, Hael, et al.
Published: (2018)
Environmental Risks in Supply Chain: Recommendations and Directions for Future Research
by: Arwa, Mukhtar, et al.
Published: (2019)
by: Arwa, Mukhtar, et al.
Published: (2019)
Eco-design based on collaborative filtering recommender system
by: Al-Bashiri, Hael, et al.
Published: (2018)
by: Al-Bashiri, Hael, et al.
Published: (2018)
Applying Architectural Analysis for Current Software Systems: A Case Study of KFC and Pizza Hut Online Food Ordering Systems in Malaysia
by: Hujainah, Fadhl, et al.
Published: (2017)
by: Hujainah, Fadhl, et al.
Published: (2017)
Sustainable supply chain management: issues & challenges identification
by: Arwa, Mukhtar, et al.
Published: (2018)
by: Arwa, Mukhtar, et al.
Published: (2018)
New usability guidelines with implementation ways of mobile learning application based on mobile learning usability attributes
by: Hujainah, Fadhl, et al.
Published: (2016)
by: Hujainah, Fadhl, et al.
Published: (2016)
Inventory visibility scenario to reduce safety stock in supply chain network using blockchain hyperledger composer
by: Arwa, Mukhtar, et al.
Published: (2012)
by: Arwa, Mukhtar, et al.
Published: (2012)
A proposed memory-based collaborative filtering technique based on a new similarity and MADM methods (CF-NSMA) for improving the recommendation accuracy
by: Al-Bashiri, Hael Abdullah Hussein
Published: (2019)
by: Al-Bashiri, Hael Abdullah Hussein
Published: (2019)
StakeQP: a semi-automated stakeholder quantification and prioritisation technique for requirement selection in software system projects
by: Hujainah, Fadhl, et al.
Published: (2019)
by: Hujainah, Fadhl, et al.
Published: (2019)
Investigation of requirements interdependencies in existing techniques of requirements prioritization
by: Hujainah, Fadhl, et al.
Published: (2019)
by: Hujainah, Fadhl, et al.
Published: (2019)
Stakeholder quantification and prioritisation research: A systematic literature review
by: Hujainah, Fadhl, et al.
Published: (2018)
by: Hujainah, Fadhl, et al.
Published: (2018)
Data-Driven Similarity Measures for Matrimonial Application
by: Chia, Yong Fang
Published: (2020)
by: Chia, Yong Fang
Published: (2020)
2DCBS: A Model for Developing Dependable Component-Based Software
by: Kahtan, Hasan, et al.
Published: (2016)
by: Kahtan, Hasan, et al.
Published: (2016)
Ontology Development Guide Using Protege: BCS3263SQA at FSKKP
by: Jessie, Ooi, et al.
Published: (2018)
by: Jessie, Ooi, et al.
Published: (2018)
Iot cloud simulation managing resources: an overview
by: Hamza, Nidal Abdelgadir Ahmed, et al.
Published: (2018)
by: Hamza, Nidal Abdelgadir Ahmed, et al.
Published: (2018)
Software Requirements Prioritisation: A Systematic Literature Review on Significance, Stakeholders, Techniques and Challenges
by: Hujainah, Fadhl, et al.
Published: (2018)
by: Hujainah, Fadhl, et al.
Published: (2018)
Spatial query retrieval model by single measure similarity (SMSS)
by: Lau, Bee Theng
Published: (2006)
by: Lau, Bee Theng
Published: (2006)
A Case Based Reasoning Decision Support Model for Green ITIS Diffusion in Collaborative Enterprise
by: Jnr, Bokolo Anthony, et al.
Published: (2017)
by: Jnr, Bokolo Anthony, et al.
Published: (2017)
Shape feature representation in similarity measurement for content-based image retrieval
by: Chiew, Kang Leng
Published: (2003)
by: Chiew, Kang Leng
Published: (2003)
A collaborative agent based green IS practice assessment tool for environmental sustainability attainment in enterprise data centers
by: Anthony, Bokolo Jnr., et al.
Published: (2018)
by: Anthony, Bokolo Jnr., et al.
Published: (2018)
Evaluating keyphrase extraction algorithms for finding similar news articles using lexical similarity calculation and semantic relatedness measurement by word embedding
by: Sarwar, Talha, et al.
Published: (2022)
by: Sarwar, Talha, et al.
Published: (2022)
Feature-Based Object Detection and Tracking: A Systematic Literature Review
by: Nurul Izzatie Husna, Fauzi, et al.
Published: (2023)
by: Nurul Izzatie Husna, Fauzi, et al.
Published: (2023)
Item-based collaborative filtering technique for movie recommender based on user preference
by: Wong, Wai Leong
Published: (2018)
by: Wong, Wai Leong
Published: (2018)
Formalization of ORM revisited
by: Halpin, Terry
Published: (2012)
by: Halpin, Terry
Published: (2012)
A Unified Strategy for Sequence and Sequence-less T-way Test Suite Generation
by: Abdullah, Nasser, et al.
Published: (2016)
by: Abdullah, Nasser, et al.
Published: (2016)
Sequence and sequence-less T-way test suite generation strategy based on flower pollination algorithm
by: Abdullah, Nasser, et al.
Published: (2015)
by: Abdullah, Nasser, et al.
Published: (2015)
Automotive anti-theft system using fuzzy logic method
by: Kahtan, Hasan, et al.
Published: (2017)
by: Kahtan, Hasan, et al.
Published: (2017)
Hazard analysis techniques, methods and approaches: A review
by: Kiriyadhatshini, Gunaratnam, et al.
Published: (2022)
by: Kiriyadhatshini, Gunaratnam, et al.
Published: (2022)
Green information technology system practice for sustainable collaborative enterprise: A structural literature review
by: Anthony Jr, Bokolo, et al.
Published: (2017)
by: Anthony Jr, Bokolo, et al.
Published: (2017)
SRPTackle: a semi-automated requirements prioritisation technique for scalable requirements of software system projects
by: Fadhl, Hujainah, et al.
Published: (2021)
by: Fadhl, Hujainah, et al.
Published: (2021)
Solid modeler evaluation and comparison: perspective of computer science
by: Romli, Awanis, et al.
Published: (2007)
by: Romli, Awanis, et al.
Published: (2007)
Heart disease diagnosis system using fuzzy logic
by: Hasan, Kahtan, et al.
Published: (2018)
by: Hasan, Kahtan, et al.
Published: (2018)
Intelligent Mobile Maid Matching Using Similarity Search
by: Ong, Shu Xian
Published: (2020)
by: Ong, Shu Xian
Published: (2020)
Application of ECO-CBR Tool for Sustainability Product Design
by: Awanis, Romli, et al.
Published: (2016)
by: Awanis, Romli, et al.
Published: (2016)
The Impact of Information Quality and Usability on Intention to Use Student Information System
by: Atta, Mohammed Thamir, et al.
Published: (2018)
by: Atta, Mohammed Thamir, et al.
Published: (2018)
AIRSE : an approach for attack intention recognition based on similarity of evidences
by: Ahmed, Abdulghani Ali, et al.
Published: (2017)
by: Ahmed, Abdulghani Ali, et al.
Published: (2017)
Test cases reduction using similarity relation and conditional entropy
by: Md Nasir, Noor Fardzilawati
Published: (2017)
by: Md Nasir, Noor Fardzilawati
Published: (2017)
Comparison semantic similarity approach using biomedical domain dataset
by: Kasim, Shahreen, et al.
Published: (2017)
by: Kasim, Shahreen, et al.
Published: (2017)
Similar Items
-
Collaborative Filtering Recommender System: Overview and Challenges
by: Al-Bashiri, Hael, et al.
Published: (2017) -
A Developed Collaborative Filtering Similarity Method to Improve the Accuracy of Recommendations under Data Sparsity
by: Al-Bashiri, Hael, et al.
Published: (2018) -
An improved memory-based collaborative filtering method based on the TOPSIS technique
by: Al-Bashiri, Hael, et al.
Published: (2018) -
Environmental Risks in Supply Chain: Recommendations and Directions for Future Research
by: Arwa, Mukhtar, et al.
Published: (2019) -
Eco-design based on collaborative filtering recommender system
by: Al-Bashiri, Hael, et al.
Published: (2018)