Homestay Recommender System Using Content-Based Filtering and K-Means Algorithm

QR رمز

Homestay Recommender System Using Content-Based Filtering and K-Means Algorithm

The challenge of finding an ideal homestay that aligns with user preferences is significant due to the volume of available choices and the limitations of existing search filters on accommodation websites. Users face several issues when searching for homestays online, such as limited search filters,...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	2024 International Visualization, Informatics and Technology Conference, IVIT 2024
المؤلف الرئيسي:	Azman N.A.B.N.; Daud N.M.N.; Sabri N.M.; Abu Bakar N.A.A.
التنسيق:	Conference paper
اللغة:	English
منشور في:	Institute of Electrical and Electronics Engineers Inc. 2024
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207069403&doi=10.1109%2fIVIT62102.2024.10692708&partnerID=40&md5=2d4b4b0c710bd662069810473e14a09f

مواد مشابهة

Integrating Business Intelligence and Recommendation Marketplace System for Hawker Using Content Based Filtering
بواسطة: 2-s2.0-85176611567
منشور في: (2023)

Exploring the accessibility and content quality of the Go2homestay website
بواسطة: 2-s2.0-84907305717
منشور في: (2015)

ReciPicker: Recipe recommendation using hybrid filtering for reducing food waste
بواسطة: Mohd Rosli M.; Abdullah N.A.S.; Ruzaini A.
منشور في: (2019)

Recommender System for Book Review based on Clustering Algorithms
بواسطة: Udariansyah D.; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Hanan N.S.B.A.
منشور في: (2025)

Evaluation of k-modes-type algorithms for clustering Y-short tandem repeats data
بواسطة: Seman A.; Bakar Z.A.; Isa M.N.
منشور في: (2012)

An impact of time and item influencer in collaborative filtering recommendations using graph-based model
بواسطة: 2-s2.0-85059583017
منشور في: (2019)

Segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images based on K-mean clustering procedure
بواسطة: Osman M.K.; Mashor M.Y.; Saad Z.; Jaafar H.
منشور في: (2010)

Socio-environmental dimensions of tourist service experience in homestays
بواسطة: 2-s2.0-85018393015
منشور في: (2017)

Colour image segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images using moving k-mean clustering procedure
بواسطة: Osman M.K.; Saad Z.; Mashor M.Y.; Jaafar H.
منشور في: (2010)

Image Quality Assessment for Image Filtering Algorithm: Qualitative and Quantitative Analyses
بواسطة: 2-s2.0-85084289622
منشور في: (2019)

Anomaly detection using K-Means and long-short term memory for predictive maintenance of large-scale solar (LSS) photovoltaic plant
بواسطة: 2-s2.0-85173448238
منشور في: (2023)

Metaphorical meanings of color symbols in literature
بواسطة: Zhao Q.; Qistina A.; Abdullah C.
منشور في: (2024)

Integration of Local Mean Sea Level and Land Vertical Datum over Peninsular Malaysia via Transformation Model
بواسطة: Pa’suya M.F.; Din A.H.M.; Abbak R.A.; Talib N.; Aziz M.A.C.; Ramli M.Z.; Hamden M.H.; Yazid N.M.
منشور في: (2024)

Adaptive IDS Concept with PRBS Multi Inputs Multi Outputs (MIMO) and Matched Filtering Algorithm
بواسطة: 2-s2.0-85176570452
منشور في: (2023)

Sentiment Analysis on Acceptance of New Normal in COVID-19 Pandemic using Naïve Bayes Algorithm
بواسطة: Samsudin S.H.A.; Sabri N.M.; Isa N.; Bahrin U.F.M.
منشور في: (2022)

River quality classification using different distances in k-nearest neighbors algorithm
بواسطة: 2-s2.0-85142911581
منشور في: (2022)

Tourist perceived value in a community-based homestay visit: An investigation into the functional and experiential aspect of value
بواسطة: 2-s2.0-79251489141
منشور في: (2011)

Restaurant Recommendation System in Malaysia Using Machine Learning Approach
بواسطة: Idalisa N.; Hazhar M.H.M.; Muslim N.; Albashah N.L.S.
منشور في: (2024)

Multiclass Prediction of Diabetic Retinopathy Severity Using Machine Learning Algorithms
بواسطة: Aziz N.A.A.; Ali A.M.; Azamen N.T.N.N.; Osman R.
منشور في: (2024)

Recommendations for a Favourable Accommodation Service Experience: The Perspective of International Muslim Tourists in Malaysia
بواسطة: Zainol N.A.; Ahmad R.; Alias S.N.A.; Abdul Karim M.H.; Ismail N.S.
منشور في: (2024)

Metaphorical meanings of color symbols in literature
بواسطة: 2-s2.0-85213467751
منشور في: (2024)

Giving meaning to quality of healthcare in Malaysia
بواسطة: 2-s2.0-85199709517
منشور في: (2024)

Study of Crystal Structure, Lattice Strain, and Elemental Content of Natural Iron Sand Nanoparticles Synthesized by the Coprecipitation Method
بواسطة: Duma T.N.; Humaidi S.; Frida E.; Kechik M.M.A.; Hamid M.; Rianna M.; Novita; Banurea R.; Yusof N.M.; Azman N.J.
منشور في: (2025)

Influence of Molasses Residue on Treatment of Cow Manure in an Anaerobic Filter with Perforated Weed Membrane and a Conventional Reactor: Variations of Organic Loading and a Machine Learning Application
بواسطة: Jaman K.; Idrus S.; Wahab A.M.A.; Harun R.; Daud N.N.N.; Ahsan A.; Shams S.; Uddin M.A.
منشور في: (2023)

Forward-backward translation, content validity, face validity, construct validity, criterion validity, test-retest reliability, and internal consistency of a questionnaire on patient acceptance of orthodontic retainer
بواسطة: Saw Z.K.; Yuen J.J.X.; Ashari A.; Bahemia F.I.; Low Y.X.; Mustapha N.M.N.; Lau M.N.
منشور في: (2025)

Box-Behnken design application to optimize swirl effervescent droplet mean diameter
بواسطة: Ghaffar, وآخرون
منشور في: (2024)

Shunt Active Power Filter Based on Savitzky-Golay Filter: Pragmatic Modelling and Performance Validation
بواسطة: 2-s2.0-85151526589
منشور في: (2023)

Temperature Measurement of Ballistic Evaluation Motor Using K-Type Thermocouple
بواسطة: Fahizal A.S.; Salleh Z.; Hamid A.H.A.; Alias L.A.; Azizi M.Z.; Salleh N.A.
منشور في: (2024)

Feasibility of using low resin content levels in the production of bamboo particle composite: Basic properties
بواسطة: Bahari S.A.; Abu F.; Zakaria M.N.; Osman S.; Appiah-Kubi E.
منشور في: (2021)

Hybrid of the lee-carter model with maximum overlap discrete wavelet transform filters in forecasting mortality rates
بواسطة: Yaacob N.A.; Jaber J.J.; Pathmanathan D.; Alwadi S.; Mohamed I.
منشور في: (2021)

Idea Translation Approach Adapted by Novice Designers in Furniture Mean-Making
بواسطة: 2-s2.0-85205386574
منشور في: (2023)

Determining critical success factors of job satisfaction among government servants: Empirical evidence in Malaysia
بواسطة: Zakaria Z.; Abu Bakar Wan N.A.; Mohd Daud N.; Mohamed I.S.
منشور في: (2011)

The grading of agarwood oil quality using k-Nearest Neighbor (k-NN)
بواسطة: 2-s2.0-84897779629
منشور في: (2013)

Power Quality Conditioning due to Flickering Loads with Shunt Active Power Filter using Fuzzy-Granular Controller Method
بواسطة: Hannoon N.M.S.; Ananth D.V.N.; Hiday N.; Chowdary P.S.R.; Chakravarthy V.V.S.S.S.
منشور في: (2021)

Planar tunable filters in mm-frequency range
بواسطة: 2-s2.0-84925424700
منشور في: (2015)

Doppler radar-based pothole sensing using spectral features in k-nearest neighbors
بواسطة: Asmadi M.A.D.; Zainuddin S.; Nasir H.M.; Isa I.S.M.; Rashid N.E.A.; Pasya I.
منشور في: (2025)

Classification of Severity Areas in Dengue Control Strategies Using k-Nearest Neighbours (kNN)
بواسطة: Azan, وآخرون
منشور في: (2024)

Formulation of K-nearest neighbor model by varying the distance metrics of mahalanobis, correlation and cosine in discriminating different grades of Aquilaria oil
بواسطة: Yusoff, وآخرون
منشور في: (2025)

On k-step Hamiltonian graphs
بواسطة: Lau G.-C.; Lee S.-M.; Schaffer K.; Tong S.-M.; Lui S.
منشور في: (2014)

Intake pressure and brake mean effective pressure analysis on various intake manifold design
بواسطة: 2-s2.0-85077786578
منشور في: (2019)