Big Data Analytics using Apache Pig

Reading Time: 2 minutes When you make some analysis on Hadoop, Apache Pig is one of the simplest ways to get and transform the data. Another alternative is Apache Hive, which seems more easy for people who already know SQL. Well, I used both, but writing scripts with Pig are better since you become able to see your data in each step of the codes. Moreover, it is more human-readable than SQL style code blocks (nested SQL, etc) In the last two years, Read more…

How to Predict Churners in Need for Speed

Reading Time: 2 minutes Today, with the advantages of analyzing billions of data in real time, companies can better understand their customers’ emotions. Especially the tech companies should develop bigdata based models to increase user experience and reduce churn. At this point, I would like to share my experience about Need for Speed iOS app. In the last 3 days, there was a competition in the game that awards people with a Jaguar sports car. However, the car becomes available after a full Read more…

Li-Fi Tech

Reading Time: 1 minute I am curious about this technology. I was expecting the advances in Wi-Fi technology, however, anybody could imagine that the led lights will be the next data streaming resources. There are many concerns about the data streaming feature of the light including its potential impacts on the health. There are still grey points in my mind about how can be a complete synchronous data streaming in all over the world with the li-fi. This is truly the innovation. Congrats Prof. Harald Haas!!

New paper published!

Reading Time: 1 minute Overlapping community detection allows placing one node to multiple communities. Up to now, many algorithms are proposed for this issue. However, their accuracy depends on the overlapping level of the structure. In this work, we aim at finding relatively small overlapping communities independently than their overlapping level. We define k-connected node groups as cohesive groups in which each pair of nodes has at least k different node-disjoint paths from one to another. We propose the algorithm EMOC first finding Read more…

ASONAM Poster Paper

Reading Time: 1 minute Asonam konferansinda yaptıgım poster dosyasını indirebilirsiniz. The 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and MiningASONAM 2015Paris, France, August 25-28, 2015 https://asonam.cpsc.ucalgary.ca/2015/AcceptedPapers.php