The Networked Knowledge Activities (NKA) Framework [5] articulates and describes the six discrete knowledge activities that people use in networked online contexts (e.g., online classes, social media, virtual communities of practice). The NKAs support three main knowledge functions: management, communication, and creation [6]. Collecting and curating are both forms of knowledge management. Curating and constructing both are forms of creation. While these are fluid and interconnected in action Information seeking is one of the common themes identified by Anita after reviewing popular frameworks for why people use social media. 

To find out how people use Bookmarking on Instagram I asked the audience on Instagram directly by posting on my account. While I received over 10 responses I was able to find the subset of people that felt more connected with the area by sending them a pre-interview document highlighting the areas we will be conversing about in the interview. I was able to conduct 5 Semi-structured interviews that lasted a duration of 30- 35 minutes.

After synthesizing the findings from the market research, competitive analysis, secondary and primary research our team has had two key takeaways 
The average homeowner has little to no experience with Augmented Reality applications. Many of the interviewees had a beginner to intermediate level of experience in AR. The interviewees thought that having AR would have definitely helped them with their home renovation. 
Users having the ability to customize was extremely important. This interviewee has inspiration, but there were many decisions to make, so having a visual of the bathroom would have been extremely helpful.

The PUX  team interviewed six individuals in the proposed user group, all of whom had experience making large purchases through home remodeling applications. Along with the interviews each member in PUX picked an AR app to evaluate identify the qualities of other AR apps that the team considered useful and which qualities should be avoided when designing an AR bathroom remodeling experience.  The team planned to gain a better understanding of what users actually look into when they start from the very beginning of their interest in purchasing a shower.
What exactly are they trying to customize?
Why is it essential that they get this sense of customization?
What would make them comfortable and provide them a sense of finding what they need?

Using this newly solidified user group and building upon pain points discussed by interview participants, the team fit UpHome’s application into a journey map. This details the user’s experience even before using the application, showing how their needs guided them to the application and to eventually buying a shower.

The Struggles: an inability to make healthy dietary choices While supermarkets provide cheap, but less healthy food options. The persuasive design of supermarkets gives people who already have poor dietary patterns a hard time to adopt healthier purchasing patterns. Shoppers need to have strong will-power to resist the temptation to grab unhealthy food options that are promoted to them in the store.  
We identified key takeaways from our primary and secondary analysis 

• Changing people’s perception of the food environment
• Eating healthy is time-consuming and expensive
  
• Grocery shopping pattern is hard to break

It is challenging to break consumers’ grocery shopping patterns as it is the accumulation of lifestyle that has been learned from their past food gatekeepers and settled with their current life patterns. Changing the complete pattern of the shopping routine and eating habits is unrealistic and it is hard to keep it long-term. Nudging is an attempt to change the behavior or interaction in different directions without using financial incentives while still suggesting the choice to the user.[1]. Our approach is to gradually introduce consumers to healthier dietary choices with nudges by suggesting items into their shopping list.