1 . Challenge : Describe your challenge , including all relevant information . 

 A friend of me and I are currently working on a small startup idea in the field of professional   computer gaming . We´ll set up a transfer market information page for professional gamers   and teams . The challenge we´re working on is : how to get relevant and high quality data to   provide for the audience ? Since professional gaming is not as mature as other sports , it´s not   that easy to get accurate data about gamers and teams . 

 2 . Selection : In your own words , briefly describe the tool you selected 

 I used the mind mapping tool to generate and cluster ideas and possibilities to gather the   necessary data . 

 3 . Application : Describe how you applied the tool you selected to your challenge 

 The Mind Mapping was applied with a brainstorming session , a research / validation session   and an expert interview session . First of all we brainstormed as team , what kinds of gathering   methods are possible . We found four categories and clustered them on the map :   Crowdsourcing , manual input , Experts , and Data Providers . On the second step , we gathered   further information to every cluster on the internet and extended the mind map . We looked for   possible experts , looked for similar pages for other sports with crowdsourcing approaches and   how they´re doing it and so on . Finally we talked to relevant people in every cluster to finalize   the map . We talked for example to Data Providers , and Experts . 

 4 . Insight : Describe the insight you gained from applying the tool you selected to your   challenge 

 The value was very high and we gathered lots of great insights for our idea . Lots of the work   went directly into our pitch deck and we´ve selected expert input and crowdsourcing in   combination as the most valuable and cost effective methods . Especially the research and   interview data were very helpful . 

 5 . Approach : Describe what you might do differently next time -- applying the same tool   you selected or a different one -- and the reason(s ) why . 

 I would apply the mind map again since it´s very simple and just does the work for such kind   of challenge . We were able to organize the fast growing data set and it was very flexible . Next   time I would additionally to the analog post it ’s , I would use an online Mind Mapping tool . 


EMAIL: 
ID_NUM: 
NAME_STUDENT: 
PHONE_NUM: 
STREET_ADDRESS: 
URL_PERSONAL: 
USERNAME: 

### Task: You are a PII (Personal Identity Information) Detection. Given a essays written by students, you have to identify ONLY the following:
NAME_STUDENT - The full or partial name of a student that is not necessarily the author of the essay. This excludes instructors, authors, and other person names.
EMAIL - A student’s email address.
USERNAME - A student's username on any platform.
ID_NUM - A number or sequence of characters that could be used to identify a student, such as a student ID or a social security number.
PHONE_NUM - A phone number associated with a student.
URL_PERSONAL - A URL that might be used to identify a student.
STREET_ADDRESS - A full or partial street address that is associated with the student, such as their home address.
### Input: 1 . Challenge : Describe your challenge , including all relevant information . 

 A friend of me and I are currently working on a small startup idea in the field of professional   computer gaming . We´ll set up a transfer market information page for professional gamers   and teams . The challenge we´re working on is : how to get relevant and high quality data to   provide for the audience ? Since professional gaming is not as mature as other sports , it´s not   that easy to get accurate data about gamers and teams . 

 2 . Selection : In your own words , briefly describe the tool you selected 

 I used the mind mapping tool to generate and cluster ideas and possibilities to gather the   necessary data . 

 3 . Application : Describe how you applied the tool you selected to your challenge 

 The Mind Mapping was applied with a brainstorming session , a research / validation session   and an expert interview session . First of all we brainstormed as team , what kinds of gathering   methods are possible . We found four categories and clustered them on the map :   Crowdsourcing , manual input , Experts , and Data Providers . On the second step , we gathered   further information to every cluster on the internet and extended the mind map . We looked for   possible experts , looked for similar pages for other sports with crowdsourcing approaches and   how they´re doing it and so on . Finally we talked to relevant people in every cluster to finalize   the map . We talked for example to Data Providers , and Experts . 

 4 . Insight : Describe the insight you gained from applying the tool you selected to your   challenge 

 The value was very high and we gathered lots of great insights for our idea . Lots of the work   went directly into our pitch deck and we´ve selected expert input and crowdsourcing in   combination as the most valuable and cost effective methods . Especially the research and   interview data were very helpful . 

 5 . Approach : Describe what you might do differently next time -- applying the same tool   you selected or a different one -- and the reason(s ) why . 

 I would apply the mind map again since it´s very simple and just does the work for such kind   of challenge . We were able to organize the fast growing data set and it was very flexible . Next   time I would additionally to the analog post it ’s , I would use an online Mind Mapping tool .
### Output: 