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Analysing predicted technology trends for the year 2012 through text mining solutions
- 1. Analysing predicted technology trends for the year 2012 through text mining solutions Proof of concept demonstration http://www.invenq.com invenQ
- 2. 2010 2011 2012 2013 Publication period of technology trends for the forthcoming year 2
- 3. Deloitte USAToday CNN PCW Sentersix Technocrati Social Business BlackBerry users continze their exodus Touch Computing Dual-Core processors for smartphones Location based services Tablet war Serious Games The rise of the 4G LTE networks Social gestures Optical disk drives disappear from laptops Social Networking Social media tablets Enterprise Mobility IPad3 Mobile Payment Data only and reduced-voice cell phone plans poliferate Mobile Search Social media toolbar Use Empowerment Rise of facebook as a platform Tablet Facebook accounts become necessary to do more stuff on the web Mobile Commerce Social business Cloud Smartphones Television Mobile payment Mobile Payment Solar technology Big Data End of physical media Voice Control Peer-to-peer networking Context aware service Search war Geospatial Visualisation Spatial Gestures Processing enters the cloud Object recognition Increase in mobile phone capabilities Digital Identities Second Screen HTML5 Mobile instant messaging Measured innovation Felxible Screen IPv6 starts rolling out Mobile e-mail Outside-in Architecture HTML5 Consumers borrow more books, movies and music Mobile video Fewer and better tablets arrive 2010 2011 2012 2013 Publication period of technology trends for the forthcoming year 3
- 4. Deloitte USAToday CNN PCW Sentersix Technocrati Different Social Business BlackBerry users continze their exodus Touch Computing Dual-Core processors for smartphones Location based services Tablet war Serious Games The rise of the 4G LTE networks Social gestures Optical disk drives disappear from laptops Social Networking Social media tablets Enterprise Mobility IPad3 Mobile Payment Data only and reduced-voice cell phone plans poliferate Mobile Search Social media toolbar opinions Use Empowerment Rise of facebook as a platform Tablet Facebook accounts become necessary to do more stuff on the web Mobile Commerce Social business Cloud Smartphones Television Mobile payment Mobile Payment Solar technology Big Data End of physical media Voice Control Peer-to-peer networking Context aware service Search war Geospatial Visualisation Spatial Gestures Processing enters the cloud Object recognition Increase in mobile phone capabilities Digital Identities Second Screen HTML5 Mobile instant messaging Measured innovation Felxible Screen IPv6 starts rolling out Mobile e-mail Outside-in Architecture HTML5 Consumers borrow more books, movies and music Mobile video Fewer and better tablets arrive 2010 2011 2012 2013 Publication period of technology trends for the forthcoming year 4
- 5. Deloitte USAToday CNN PCW Sentersix Technocrati Different Social Business BlackBerry users continze their exodus Touch Computing Dual-Core processors for smartphones Location based services Tablet war Serious Games The rise of the 4G LTE networks Social gestures Optical disk drives disappear from laptops Social Networking Social media tablets Enterprise Mobility IPad3 Mobile Payment Data only and reduced-voice cell phone plans poliferate Mobile Search Social media toolbar opinions Use Empowerment Rise of facebook as a platform Tablet Facebook accounts become necessary to do more stuff on the web Mobile Commerce Social business Cloud Smartphones Television Mobile payment Mobile Payment Solar technology Big Data End of physical media Voice Control Peer-to-peer networking Context aware service Search war Geospatial Visualisation Spatial Gestures Processing enters the cloud Object recognition Increase in mobile phone capabilities Digital Identities Second Screen HTML5 Mobile instant messaging Measured innovation Felxible Screen IPv6 starts rolling out Mobile e-mail Outside-in Architecture HTML5 Consumers borrow more books, movies and music Mobile video Fewer and better tablets arrive How can we combine the different – sometimes contradicting – opinions? 2010 2011 2012 2013 Publication period of technology trends for the forthcoming year 5
- 6. The goal of our research is to develop a method that helps aggregate the different predictions Development Pilot testing Evaluation 6
- 7. Method of analysis: text mining Text elicitation • Selection of sources (CNN, PCWorld, Technocrati, Deloitte, USAToday, Sentersix) Tokineze text • Splitting text into a sequence of words Transform cases • Unify words Filter Stopwords • Removing common words • Creating terms, as a series of consecutive words Generate n-Grams • Max length: 3 Further filtering • Filter words on lenght (min. 2 letters) Filter of possible overlappings • Overlapping on words and n-Grams Visualisation • Using visualisation tools (word cloud, scatter plot) 8
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- 11. Hypothesis confirmed: Different analyses do have different focus and priorities 12
- 12. Hypothesis confirmed: Different analyses do have different focus and priorities Correlation is low! 13
- 13. So, what are the summarised, predicted hot topics for 2012? 14
- 14. So, what are the summarised, predicted hot topics for 2012? 15
- 15. Let’s see in details: reliability of a prediction is weighted by its occurence 16
- 16. No Surprise: Mobile – Mobile Apps - Users 17
- 17. Social media will be still important – and Facebook will be more dominant than Google 18
- 18. Portable media devices 19
- 19. Least mentioned: Blackberry? Business??? 20
- 20. 2012 Smart mobile phones t h e Mobile apps Social media YEAR Portable devices of… Content & Search
- 21. invenQ h t t p : / / w w w. i n v e n q . c o m