@incollection{,
	
					
					
					5C7789E346B8B2FDA671B5FE0180C997
				,
	author={{PiumiIshanka} and {TakashiYukawa} and {TakashiYukawa} and {Nagaoka University of Technology}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}181516
}

@incollection{b0,
	
	
		,
	title={{Recommender systems}}
		,
	author={{
			PResnick
		} and {
			HRVarian
		}}
		
	
	
		,
	journal={{Communications of the ACM}}
		
			40
			3
			
			,
	year={1997}
		
	

}

@book{b1,
	
	
		,
	title={{Emotions and personality in personalized services: models, evaluation and applications}}
		,
	author={{
			MTkal?i?
		} and {
			BDe Carolis
		} and {
			MDe Gemmis
		} and {
			AOdi?
		}}
		
		
		
		,
	editor={& Ko?ir, A.}
		
			,
	year={2016}
			,
	publisher={Springer}
		
	

}

@incollection{b2,
	
	
		,
	title={{Towards time-dependant recommendation based on implicit feedback}}
		,
	author={{
			LBaltrunas
		} and {
			XAmatriain
		}}
		
	
	
		,
	booktitle={{Workshop on context-aware recommender systems (CARS'09)}}
				
			,
	year={2009. October}
		
	

}

@book{b3,
	
	
		,
	author={{
			MADomingues
		} and {
			AMJorge
		} and {
			CSoares
		}}
		
		
		arXiv:1111.2948
		,
	title={{Using contextual information as virtual items on top-n recommender systems}}
				
			,
	year={2011}
		
	
	,
	note={arXiv preprint}

}

@incollection{b4,
	
	
		,
	title={{Exploring the design space of contextaware recommender systems that suggest mobile applications}}
		,
	author={{
			MBöhmer
		} and {
			GBauer
		} and {
			AKrüger
		}}
		
		
	
	
		,
	booktitle={{2nd Workshop on Context-Aware Recommender Systems}}
				
			,
	year={2010. September}
			5
		
	

}

@book{b5,
	
	
		,
	title={{Context and customer behaviour in recommendation}}
		,
	author={{
			SLombardi
		} and {
			SSAnand
		} and {
			MGorgoglione
		}}
		
		
		
			,
	year={2009}
		
	

}

@incollection{b6,
	
	
		,
	title={{The Role of Emotions in Context-aware Recommendation}}
		,
	author={{
			YZheng
		} and {
			BMobasher
		} and {
			RDBurke
		}}
		
		
	
	
		,
	journal={{Decisions,
	 RecSys}}
		
			
			,
	year={2013. 2013}
		
	

}

@incollection{b7,
	
	
		,
	title={{Introduction to recommender systems handbook}}
		,
	author={{
			FRicci
		} and {
			LRokach
		} and {
			BShapira
		}}
		
		
	
	
		,
	booktitle={{Recommender systems handbook}}
				
			,
	publisher={springer US}
			,
	year={2011}
			
		
	

}

@book{b8,
	
	
		,
	title={{Understanding and using context. Personal and ubiquitous computing}}
		,
	author={{
			AKDey
		}}
		
			,
	year={2001}
			5
			
		
	

}

@incollection{b9,
	
	
		,
	title={{Context-aware movie recommendations: an empirical comparison of prefiltering, post-filtering and contextual modeling approaches}}
		,
	author={{
			PGCampos
		} and {
			IFernández-Tobías
		} and {
			ICantador
		} and {
			FDíez
		}}
		
		
		
	
	
		,
	booktitle={{International Conference on Electronic Commerce and Web Technologies}}
				Berlin, Heidelberg
		
			,
	publisher={Springer}
			,
	year={2013. August}
			
		
	
	,
	note={International Conference on approaches}

}

@incollection{b10,
	
	
		,
	title={{Towards a context-aware photo recommender system}}
		,
	author={{
			FLemos
		} and {
			RCarmo
		} and {
			WViana
		} and {
			RAndrade
		}}
		
		
		
	
	
		,
	booktitle={{Context-aware recommender system workshops}}
				
			,
	year={2012}
		
	

}

@incollection{b11,
	
	
		,
	title={{MobiLine: A Nested Software Product Line for the domain of mobile and context-aware applications}}
		,
	author={{
			FGMarinho
		} and {
			RMAndrade
		} and {
			CWerner
		} and {
			WViana
		} and {
			MEMaia
		} and {
			LSRocha
		} and {
			..Aguiar
		} and {
			S
		}}
		
		
		
		
		
		
		
	
	
		,
	journal={{Science of Computer Programming}}
		
			78
			12
			
			,
	year={2013}
		
	

}

@incollection{b12,
	
	
		,
	title={{Affective recommender systems: the role of emotions in recommender systems}}
		,
	author={{
			MTkalcic
		} and {
			AKosir
		} and {
			JTasic
		}}
		
		
	
	
		,
	booktitle={{Proc. The RecSys 2011 Workshop on Human Decision Making in Recommender Systems}}
				The RecSys 2011 Workshop on Human Decision Making in Recommender Systems
		
			,
	year={2011}
			
		
	
	,
	note={October)}

}

@incollection{b13,
	
	
		,
	title={{Embedding emotional context in recommender systems}}
		,
	author={{
			GGonzalez
		} and {
			JLDe La Rosa
		} and {
			MMontaner
		} and {
			SDelfin
		}}
		
		
		
	
	
		,
	booktitle={{IEEE 23rd International Conference on}}
				
			,
	publisher={IEEE}
			,
	year={2007. April. 2007}
			
		
	
	,
	note={Data Engineering Workshop}

}

@incollection{b14,
	
	
		,
	title={{Musicsense: contextual music recommendation using emotional allocation modeling}}
		,
	author={{
			RCai
		} and {
			CZhang
		} and {
			CWang
		} and {
			LZhang
		} and {
			WYMa
		}}
		
		
		
		
	
	
		,
	booktitle={{Proceedings of the 15th ACM international conference on Multimedia}}
				the 15th ACM international conference on Multimedia
		
			,
	publisher={ACM}
			,
	year={2007. September}
			
		
	

}

@incollection{b15,
	
	
		,
	title={{Music emotion classification and context-based music recommendation}}
		,
	author={{
			BJHan
		} and {
			SRho
		} and {
			SJun
		} and {
			EHwang
		}}
		
		
		
	
	
		,
	journal={{Multimedia Tools and Applications}}
		
			47
			3
			
			,
	year={2010}
		
	

}

@book{b16,
	
	
		,
	title={{Emotion-based music recommendation by affinity discovery from film music. Expert systems with applications}}
		,
	author={{
			MKShan
		} and {
			FFKuo
		} and {
			MFChiang
		} and {
			SYLee
		}}
		
		
		
		
			,
	year={2009}
			36
			
		
	

}

@incollection{b17,
	
	
		,
	title={{Improving Web Movie Recommender System Based on Emotions}}
		,
	author={{
			KWakil
		} and {
			RBakhtyar
		} and {
			KAli
		} and {
			KAlaadin
		}}
		
		
		
	
	
		,
	journal={{IJACSA) International Journal of Advanced Computer Science and Applications}}
		
			6
			2
			,
	year={2015}
		
	

}

@incollection{b18,
	
	
		,
	title={{Emrs: Emotion-based movie recommender system}}
		,
	author={{
			ATHo
		} and {
			ILMenezes
		} and {
			YTagmouti
		}}
		
		
	
	
		,
	booktitle={{Proceedings of IADIS e-Commerce Conference}}
				IADIS e-Commerce Conference
		
			,
	year={2006}
			
		
		
			USA: University of Washington Both-ell
		
	

}

@incollection{b19,
	
	
		,
	title={{A Bayesian network and analytic hierarchy process based personalized recommendations for tourist attractions over the Internet}}
		,
	author={{
			YHuang
		} and {
			LBian
		}}
		
	
	
		,
	journal={{Expert Systems with Applications}}
		
			36
			1
			
			,
	year={2009}
		
	

}

@incollection{b20,
	
	
		,
	title={{SAMAP: An user-oriented adaptive system for planning tourist visits}}
		,
	author={{
			LCastillo
		} and {
			EArmengol
		} and {
			EOnaindía
		} and {
			LSebastiá
		} and {
			JGonzález-Boticario
		} and {
			ARodríguez
		} and {
			..Borrajo
		} and {
			D
		}}
		
		
		
		
		
		
		
	
	
		,
	journal={{Expert Systems with Applications}}
		
			34
			2
			
			,
	year={2008}
		
	

}

@book{b21,
	
	
		,
	title={{Differential context relaxation for context-aware travel recommendation. E-Commerce and Web Technologies}}
		,
	author={{
			YZheng
		} and {
			RBurke
		} and {
			BMobasher
		}}
		
		
		
			,
	year={2012}
			
		
	

}

@incollection{b22,
	
	
		,
	title={{A context-aware recommender system for personalized places in mobile applications}}
		,
	author={{
			SAMohamed
		} and {
			TH ASoliman
		} and {
			AASewisy
		}}
		
		
	
	
		,
	journal={{Int. J. Adv. Comput. Sci. Appl}}
		
			7
			3
			
			,
	year={2016}
		
	

}

@book{b23,
	
	
		,
	title={{A context-aware mobile recommender system based on location and trajectory. Management intelligent systems}}
		,
	author={{
			MJBarranco
		} and {
			JMNoguera
		} and {
			JCastro
		} and {
			LMartínez
		}}
		
		
		
		
			,
	year={2012}
			
		
	

}

@book{b24,
	
	
		,
	title={{A web-based pervasive recommendation system for mobile tourist guides. Personal and Ubiquitous Computing}}
		,
	author={{
			DGavalas
		} and {
			MKenteris
		}}
		
		
			,
	year={2011}
			15
			
		
	

}

@incollection{b25,
	
	
		,
	title={{A mobile 3D-GIS hybrid recommender system for tourism}}
		,
	author={{
			JMNoguera
		} and {
			MJBarranco
		} and {
			RJSegura
		} and {
			LMartínez
		}}
		
		
		
	
	
		,
	journal={{Information Sciences}}
		
			215
			
			,
	year={2012}
		
	

}

@incollection{b26,
	
	
		,
	title={{Service recommender system based on emotional features and social interactions}}
		,
	author={{
			STYuan
		} and {
			STYuan
		} and {
			CYYang
		} and {
			CYYang
		}}
		
		
		
	
	
		,
	journal={{Kybernetes}}
		
			46
			2
			
			,
	year={2017}
		
	

}

@incollection{b27,
	
	
		,
	title={{Intelligent tourism recommender systems: A survey}}
		,
	author={{
			JBorràs
		} and {
			AMoreno
		} and {
			AValls
		}}
		
		
	
	
		,
	journal={{Expert Systems with Applications}}
		
			41
			16
			
			,
	year={2014}
		
	

}

@incollection{b28,
	
	
		,
	title={{Contextaware recommender systems}}
		,
	author={{
			GAdomavicius
		} and {
			ATuzhilin
		}}
		
	
	
		,
	booktitle={{Recommender systems handbook}}
				US
		
			,
	publisher={Springer}
			,
	year={2015}
			
		
	

}

@incollection{b29,
	
	
		,
	title={{Evaluating collaborative filtering recommender systems}}
		,
	author={{
			JLHerlocker
		} and {
			JAKonstan
		} and {
			LGTer-Veen
		} and {
			JT
		}}
		
		
		
	
	
		,
	journal={{ACM Transactions on Information Systems (TOIS)}}
		
			22
			1
			
			,
	year={2004}
		
	

}

@incollection{b30,
	
	
		,
	title={{Empirical analysis of predictive algorithms for collaborative filtering}}
		,
	author={{
			JSBreese
		} and {
			DHeckerman
		} and {
			CKadie
		}}
		
		
	
	
		,
	booktitle={{Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence}}
				the Fourteenth conference on Uncertainty in artificial intelligence
		
			,
	publisher={Morgan Kaufmann Publishers Inc}
			,
	year={1998. July}
			
		
	

}

@incollection{b31,
	
	
		,
	title={{GroupLens: applying collaborative filtering to Usenet news}}
		,
	author={{
			JAKonstan
		} and {
			BNMiller
		} and {
			DMaltz
		} and {
			JLHerlocker
		} and {
			LRGordon
		} and {
			JRiedl
		}}
		
		
		
		
		
	
	
		,
	journal={{Communications of the ACM}}
		
			40
			3
			
			,
	year={1997}
		
	

}

@incollection{b32,
	
	
		,
	title={{Tensors: a brief introduction}}
		,
	author={{
			PComon
		}}
	
	
		,
	journal={{IEEE Signal Processing Magazine}}
		
			31
			3
			
			,
	year={2014}
		
	

}

@incollection{b33,
	
	
		,
	title={{A literature survey of low-rank tensor approximation techniques}}
		,
	author={{
			LGrasedyck
		} and {
			DKressner
		} and {
			CTobler
		}}
		
		
	
	
		,
	journal={{GAMM-Mitteilungen}}
		
			36
			1
			
			,
	year={2013}
		
	

}

@incollection{b34,
	
	
		,
	title={{Tensor decompositions and applications}}
		,
	author={{
			TGKolda
		} and {
			BWBader
		}}
		
	
	
		,
	journal={{SIAM review}}
		
			51
			3
			
			,
	year={2009}
		
	

}

@book{b35,
	
	
		,
	title={{Emotion, Theory, Research, and Experience: Theory, Research and Experience}}
		,
	author={{
			RPlutchik
		} and {
			HKellerman
		}}
		
		
			,
	year={1980}
			,
	publisher={Academic press}
		
	

}

@book{b36,
	
	
		,
	title={{A collaborative filtering recommendation algorithm based on user clustering and item clustering}}
		,
	author={{
			SGong
		}}
		
			,
	year={2010}
			,
	publisher={JSW}
			5
			
		
	

}

@incollection{b37,
	
	
		,
	title={{A survey of collaborative filtering techniques}}
		,
	author={{
			XSu
		} and {
			TMKhoshgoftaar
		}}
		
	
	
		,
	journal={{Advances in artificial intelligence}}
		
			4
			,
	year={2009. 2009}
		
	

}

@incollection{b38,
	
	
		,
	title={{Accurate methods for the statistics of surprise and coincidence}}
		,
	author={{
			TDunning
		}}
	
	
		,
	journal={{Computational linguistics}}
		
			19
			1
			
			,
	year={1993}
		
	

}

@incollection{b39,
	
	
		,
	title={{Building a mobile movie recommendation service by user rating and APP usage with linked data on Hadoop}}
		,
	author={{
			MYHsieh
		} and {
			WKChou
		} and {
			KCLi
		}}
		
		
	
	
		,
	journal={{Multimedia Tools and Applications}}
		
			76
			3
			
			,
	year={2017}
		
	

}

@incollection{b40,
	
	
		,
	title={{Qualitative analysis of user-based and item-based prediction algorithms for recommendation agents}}
		,
	author={{
			MPapagelis
		} and {
			DPlexousakis
		}}
		
	
	
		,
	journal={{Engineering Applications of Artificial Intelligence}}
		
			18
			7
			
			,
	year={2005}
		
	

}

@incollection{b41,
	
	
		,
	title={{Collaborative filtering with apache mahout}}
		,
	author={{
			SSchelter
		} and {
			SOwen
		}}
		
	
	
		,
	booktitle={{Proc. of ACM RecSys Challenge}}
				of ACM RecSys Challenge
		
			,
	year={2012}
		
	

}

@incollection{b42,
	
	
		,
	title={{Carskit: A java-based context-aware recommendation engine}}
		,
	author={{
			YZheng
		} and {
			BMobasher
		} and {
			RBurke
		}}
		
		
	
	
		,
	booktitle={{2015 IEEE International Conference on}}
				
			,
	publisher={IEEE}
			,
	year={2015. November}
			
		
	
	,
	note={Data Mining Workshop}

}

@book{b43,
	
	
		,
	title={{Evaluating recommendation systems. Recommender systems handbook}}
		,
	author={{
			GShani
		} and {
			AGunawardana
		}}
		
		
			,
	year={2011}
			
		
	

}

@incollection{b44,
	
	
		,
	title={{Recommendation systems: Principles, methods and evaluation}}
		,
	author={{
			FOIsinkaye
		} and {
			YOFolajimi
		} and {
			BAOjokoh
		}}
		
		
	
	
		,
	journal={{Egyptian Informatics Journal}}
		
			16
			3
			
			,
	year={2015}
		
	

}

@book{b45,
	
	
		,
	title={{The Prefiltering Techniques in Emotion Based Place Recommendation Derived by User Reviews. Applied Computational Intelligence and Soft Computing}}
		,
	author={{
			UAIshanka
		} and {
			TYukawa
		}}
		
		
			,
	year={2017. 2017}
		
	

}