Examining technological innovation of Apple using patent analysis

Purpose – Apple is a representative company of technological innovation (TI) and management. It has launched new and innovative products since 1977, and many companies and business schools around the world have attempted to learn about the success story of Apple's innovation. However, most previous research works on Apple's innovation have been based on qualitative approaches such as experts' opinions. Such studies offer a subjective point of view. By contrast, in this paper the authors aim to study the TI and forecasting of Apple by analyzing its patent applications, which is an objective approach to examining the innovation of Apple from a technological perspective.Design/methodology/approach – TI is an important issue concerning technology management for companies and governments. To examine Apple's TI, the authors analyze all applied patents and construct analytical models according to three approaches. First, they build statistical models using the time series regression and multiple linear regressio...

[1]  Julia Crawford,et al.  Independent Inventor Resources Web Site , 2001 .

[2]  P. Rousseeuw Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .

[3]  Yuen-Hsien Tseng,et al.  Text mining techniques for patent analysis , 2007, Inf. Process. Manag..

[4]  Sung-Hae Jun,et al.  Patent and Statistics, What's the Connection? , 2010 .

[5]  Sunghae Jun,et al.  Technology Forecasting using Matrix Map and Patent Clustering , 2012, Ind. Manag. Data Syst..

[6]  Carter T. Butts,et al.  Social Network Analysis with sna , 2008 .

[7]  Christian Sternitzke,et al.  Visualizing patent statistics by means of social network analysis tools , 2008 .

[8]  Yongtae Park,et al.  Development of New Technology Forecasting Algorithm: Hybrid Approach for Morphology Analysis and Conjoint Analysis of Patent Information , 2007, IEEE Transactions on Engineering Management.

[9]  Sunghae Jun,et al.  Forecasting Vacant Technology of Patent Analysis System using Self Organizing Map and Matrix Analysis , 2010 .

[10]  Christopher McDermott,et al.  A framework for technology management in services , 2001, IEEE Trans. Engineering Management.

[11]  Yuen-Hsien Tseng,et al.  TEXT MINING FOR PATENT MAP ANALYSIS , 2005 .

[12]  David Hunt,et al.  Patent searching : tools & techniques , 2007 .

[13]  Alan L. Porter,et al.  Forecasting and Management of Technology: Porter/Forecasting and Management Technology 2E , 2011 .

[14]  Giorgio Pedrazzi,et al.  Text mining applied to patent mapping: a practical business case , 2003 .

[15]  Sheldon M. Ross Introductory Statistics , 1995 .

[16]  Sunghae Jun Central Technology Forecasting Using Social Network Analysis , 2012 .

[17]  R. Suganya,et al.  Data Mining Concepts and Techniques , 2010 .

[18]  Robert Tibshirani,et al.  The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition , 2001, Springer Series in Statistics.

[19]  Caterina Camus,et al.  Intellectual assets management: from patents to knowledge , 2003 .

[20]  S. Cesaratto,et al.  The innovative behaviour of Italian firms: A survey on technological innovation and R&D , 2005, Scientometrics.

[21]  Darrell L. Mann,et al.  Better technology forecasting using systematic innovation methods , 2003 .

[22]  B. Bowerman,et al.  Forecasting, time series, and regression : an applied approach , 2005 .

[23]  Junseok Hwang,et al.  Identification of effective opinion leaders in the diffusion of technological innovation: A social network approach , 2012 .

[24]  Ashish Sureka,et al.  An Algorithm for Classifying Articles and Patent Documents Using Link Structure , 2008, 2008 The Ninth International Conference on Web-Age Information Management.

[25]  Guizhen He,et al.  Pattern of patent-based environmental technology innovation in China , 2008 .

[26]  Mu-Hsuan Huang,et al.  Using Essential Patent Index and Essential Technological Strength to evaluate industrial technological innovation competitiveness , 2007, Scientometrics.

[27]  Amy J. C. Trappey,et al.  A patent quality analysis for innovative technology and product development , 2012, Adv. Eng. Informatics.