Exploring smart phone improvements based on a hybrid MCDM model

In recent years, the smart phone equipped with advanced mobile applications such as convenient and easy access to the Internet has become an essential tool for the multitasking era, recently termed the M-era. How we can understand customers' needs and gaps and subsequently satisfy these needs and lessen these gaps by creating a high value-added product to enhance customer satisfaction and increase the benefits to, and the competitive advantage of, enterprises? This study proposes a smart phone improvement for promoting the product value to satisfy the customers' needs with a hybrid MCDM model, which combines the DANP (DEMATEL-based ANP) and VIKOR. The DANP can establish an influential network relation map (INRM) to analyze interrelationship among dimensions/criteria by using the DEMATEL technique and then can measure the influential weights by combining the basic concept of the ANP. Furthermore, the VIKOR combining the influential weights in each criterion can integrate into each dimensional and overall evaluation based on the INRM to improve the gaps for achieving aspiration level and can enhance their competitive advantage in the smart phone market by lessening the gaps related to mobile convenience, thus creating a high value-added mobile phone product.

[1]  Fazlul K. Rabbanee,et al.  Effects of customer equity drivers on customer loyalty in B2B context , 2013 .

[2]  Gwo-Hshiung Tzeng,et al.  A new hybrid MCDM model combining DANP with VIKOR to improve e-store business , 2013, Knowl. Based Syst..

[3]  Wei Liu,et al.  Research of an architecture of operating system kernel based on modularity concept , 2010, Math. Comput. Model..

[4]  Gwo-Hshiung Tzeng,et al.  Improving RFID adoption in Taiwan's healthcare industry based on a DEMATEL technique with a hybrid MCDM model , 2013, Decis. Support Syst..

[5]  Gwo-Hshiung Tzeng,et al.  Airline safety measurement using a hybrid model , 2007 .

[6]  Jukka-Pekka Vihmalo,et al.  Memory technology in mobile devices—status and trends , 2005 .

[7]  Marco Cremonini,et al.  Landscape-aware location-privacy protection in location-based services , 2009, J. Syst. Archit..

[8]  G. Tzeng,et al.  Marketing strategy based on customer behaviour for the LCD-TV , 2006 .

[9]  E. Zavadskas,et al.  Multiple criteria decision making (MCDM) methods in economics: an overview , 2011 .

[10]  Gwo-Hshiung Tzeng,et al.  Multi-objective optimal planning for designing relief delivery systems , 2007 .

[11]  Gwo-Hshiung Tzeng,et al.  Multicriteria analysis of environmental quality in Taipei: public preferences and improvement strategies. , 2002, Journal of environmental management.

[12]  Heiner Evanschitzky,et al.  Customer Equity Drivers and Future Sales , 2008 .

[13]  Gwo-Hshiung Tzeng,et al.  A hybrid dynamic MADM model for problem-improvement in economics and business , 2013 .

[14]  Gwo-Hshiung Tzeng,et al.  Multicriteria selection for a restaurant location in Taipei , 2002 .

[15]  Paul J. Kühn,et al.  Location-Based Services in Mobile Communication Infrastructures , 2004 .

[16]  Gülçin Büyüközkan,et al.  Determining the mobile commerce user requirements using an analytic approach , 2009, Comput. Stand. Interfaces.

[17]  Gwo-Hshiung Tzeng,et al.  Improving metro–airport connection service for tourism development: Using hybrid MCDM models , 2013 .

[18]  Gwo-Hshiung Tzeng,et al.  The best vendor selection for conducting the recycled material based on a hybrid MCDM model combining DANP with VIKOR , 2012 .

[19]  Hao Zhou,et al.  Smart phone for mobile commerce , 2009, Comput. Stand. Interfaces.

[20]  Ivo Pooters Full user data acquisition from Symbian smart phones , 2010, Digit. Investig..

[21]  Gwo-Hshiung Tzeng,et al.  Multicriteria Planning of Post‐Earthquake Sustainable Reconstruction , 2002 .

[22]  Ching-Lai Hwang,et al.  Fuzzy Multiple Attribute Decision Making - Methods and Applications , 1992, Lecture Notes in Economics and Mathematical Systems.

[23]  Steven Swanson,et al.  Greendroid: Exploring the next evolution in smartphone application processors , 2011, IEEE Communications Magazine.

[24]  Gwo-Hshiung Tzeng,et al.  Combined MCDM techniques for exploring stock selection based on Gordon model , 2009, Expert Syst. Appl..

[25]  Gwo-Hshiung Tzeng,et al.  Combining VIKOR-DANP model for glamor stock selection and stock performance improvement , 2014, Knowl. Based Syst..

[26]  Gwo-Hshiung Tzeng,et al.  A VIKOR technique based on DEMATEL and ANP for information security risk control assessment , 2013, Inf. Sci..

[27]  Gwo-Hshiung Tzeng,et al.  Extended VIKOR method in comparison with outranking methods , 2007, Eur. J. Oper. Res..

[28]  Katherine N. Lemon,et al.  Return on Marketing: Using Customer Equity to Focus Marketing Strategy , 2004 .

[29]  Gwo-Hshiung Tzeng,et al.  Revised DEMATEL: Resolving the Infeasibility of DEMATEL , 2013 .

[30]  Angelika Mueller Driving Customer Equity How Customer Lifetime Value Is Reshaping Corporate Strategy , 2016 .

[31]  Gwo-Hshiung Tzeng,et al.  Measures and evaluation for environment watershed plans using a novel hybrid MCDM model , 2010, Expert Syst. Appl..

[32]  Jack P. C. Kleijnen Design and Analysis of Simulation Experiments , 2007 .

[33]  Paul Jen-Hwa Hu,et al.  A Web-based personalized recommendation system for mobile phone selection: Design, implementation, and evaluation , 2010, Expert Syst. Appl..

[34]  G. Tzeng,et al.  Reconfiguring the Innovation Policy Portfolio for the SIP Mall Industry Using Novel MCDM Models , 2006 .

[35]  Gwo-Hshiung Tzeng,et al.  Combined DEMATEL technique with a novel MCDM model for exploring portfolio selection based on CAPM , 2011, Expert Syst. Appl..

[36]  Yuhui Deng,et al.  Architectures and optimization methods of flash memory based storage systems , 2011, J. Syst. Archit..

[37]  Gülçin Büyüközkan,et al.  Using a multi-criteria decision making approach to evaluate mobile phone alternatives , 2007, Comput. Stand. Interfaces.

[38]  Vijayalakshmi Atluri,et al.  Anonymization models for directional location based service environments , 2010, Comput. Secur..

[39]  Gwo-Hshiung Tzeng,et al.  Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL , 2007, Expert Syst. Appl..

[40]  L. Chernatony,et al.  Examining the role of advertising and sales promotions in brand equity creation , 2013 .

[41]  Joonwon Lee,et al.  TSB: A DVS algorithm with quick response for general purpose operating systems , 2008, J. Syst. Archit..

[42]  Kuei-Chung Chang,et al.  Efficient Segment-Based Video Transcoding Proxy for Mobile Multimedia Services , 2005, 2005 IEEE International Conference on Multimedia and Expo.

[43]  Gwo-Hshiung Tzeng,et al.  Evaluating vehicle telematics system by using a novel MCDM techniques with dependence and feedback , 2010, Expert Syst. Appl..

[44]  Erdal Bekiroglu,et al.  Remote control of an ultrasonic motor by using a GSM mobile phone , 2005 .

[45]  T. L. Saaty,et al.  Decision making with dependence and feedback , 2001 .

[46]  Gwo-Hshiung Tzeng,et al.  Comments on “Multiple criteria decision making (MCDM) methods in economics: an overview” , 2012 .

[47]  Gwo-Hshiung Tzeng,et al.  Combined DEMATEL techniques with novel MCDM for the organic light emitting diode technology selection , 2011, Expert Syst. Appl..

[48]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[49]  Gwo-Hshiung Tzeng,et al.  Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS , 2004, Eur. J. Oper. Res..

[50]  Beril Durmuş,et al.  Analyzing the Brand Equity of Turkish Airlines Services: Comparing the Japanese and Turkish Perspectives , 2013 .

[51]  Jennifer E. Rowley,et al.  Consumer attitudes towards mobile marketing in the smart phone era , 2013, Int. J. Inf. Manag..

[52]  Dong-Hee Shin,et al.  Towards an understanding of the consumer acceptance of mobile wallet , 2009, Comput. Hum. Behav..

[53]  Youngjae Lim,et al.  Optimal control location for the customer-oriented design of smart phones , 2014, Inf. Sci..

[54]  Cheng-Wei Lin,et al.  Multi-criteria analysis of alternative-fuel buses for public transportation , 2005 .

[55]  Gwo-Hshiung Tzeng,et al.  Improving tourism policy implementation – The use of hybrid MCDM models , 2012 .

[56]  Allan D. Shocker,et al.  Managing Brand Equity , 1991 .

[57]  P. Leeflang,et al.  Does the importance of value, brand and relationship equity for customer loyalty differ between Eastern and Western cultures? , 2014 .

[58]  Gwo-Hshiung Tzeng,et al.  A Novel Hybrid MCDM Model Combined with DEMATEL and ANP with Applications , 2008 .

[59]  A. Gabus,et al.  World Problems, An Invitation to Further Thought within the Framework of DEMATEL , 1972 .

[60]  James J.H. Liou,et al.  New concepts and trends of MCDM for tomorrow – in honor of Professor Gwo-Hshiung Tzeng on the occasion of his 70th birthday , 2013 .

[61]  Gülçin Büyüközkan,et al.  Selection of the strategic alliance partner in logistics value chain , 2008 .

[62]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[63]  Gwo-Hshiung Tzeng,et al.  A VIKOR-Based Multiple Criteria Decision Method for Improving Information Security Risk , 2009, Int. J. Inf. Technol. Decis. Mak..