KDD 2015 DISSERTATION AWARD
The tutorials will be part of the main conference technical program, and are free of charge to the attendees of the conference. The pervasive use of social media generates massive data at an unprecedented rate. This track also highlights new research challenges motivated by analytics and data mining applications in the real world. If there are any other PC or SPC members who you believe have, or may be perceived to have, a conflict of interest not covered above, please notify the PC Chairs by email research-chairs kdd. Proposals should be received by Friday, March For the ACM India SIGKDD challenge data scientists are tasked with using social media and traffic data in the form of text, images, and video to track traffic movement in an effort to improve traffic management. One of the main organizing principles in real-world networks is that of network communities, which are sets of nodes that share common properties, functions, or roles.
KDD features an exciting program of 4 keynote addresses by leading authorities: This track will complement the already established Industry and Government track at KDD that focuses on peer reviewed publications. The purpose of the student travel grants is to encourage graduate student participation at the conference by partially funding the costs of students who would otherwise be unable to attend. KDD, the premier international forum for data science, data mining, knowledge discovery and big data research and practice, will feature plenary presentations, paper presentations, poster sessions, workshops, tutorials, exhibits, and the KDD Cup competition. Towards the goal of rich analysis on societal-scale networks, this thesis provides 1 modeling and algorithmic techniques for incorporating network context into existing network analysis algorithms based on statistical models, and 2 strategies for network data representation, model design, algorithm design and distributed multi-machine programming that, together, ensure scalability to large networks.
His research interests include large-scale data mining with emphasis on graphs and time sequences; anomaly detection, tensors, and fractals. Ill-gotten likes, synchronized behaviors, social spam, advertising campaign 5: Identifying such overlapping network communities is crucial for an understanding of social, technological, and biological networks.
Each dissertation was reviewed by atleast 3 experts who helped group the dissertations into two competing groups. This SF Bay ACM annual event combines sessions, keynote, and optional tutorial – great opportunity to learn about Data Science and connect with others, and almost free.
A myriad of social media services are emerging rissertation recent years that allow people to communicate and express themselves conveniently and easily. In addition to oral presentations, all papers will be showcased during evening poster sessions. Propose or organize sessions and attend this great meeting. Nominations are limited to one doctoral dissertation per department or academic unit. We will use the submission date of the final hard copy of the dissertation to the university’s library, or the completion date of a dissertation stated by the head of the faculty as the “final dissertation defense date”.
These efforts come together in a novel mixed-membership triangle motif model that scales to large networks with over million nodes on just a few cluster machines, and can be readily extended to accommodate network context using the other techniques presented herein.
SIGKDD Awards : SIGKDD Dissertation Award
Furthermore, the final dissertation defense must not have taken place prior to January 1st, His work stands squarely at the intersection of big data analytics for increased security, policy, and business needs.
In particular, computational tasks are designed to understand distrust, a innovative task, i. Statistical modeling has become ubiquitous in the analysis of high dimensional awqrd data in search of better understanding of cognition mechanisms, in the exploration of large-scale gene regulatory networks in hope of developing drugs for lethal diseases, and in prediction of volatility in stock market in hope of beating the market.
Workshops are tentatively scheduled for August 10, Widespread access to photo-taking devices and high speed Internet has combined with rampant social networking to produce an explosion in picture sharing on Web platforms.
Towards the goal of rich analysis on societal-scale networks, this thesis provides 1 modeling and algorithmic techniques for incorporating network context into existing network awrd algorithms based on statistical models, and 2 strategies for network data representation, model design, algorithm design and distributed multi-machine programming that, together, ensure scalability to large networks.
KDD, the premier international forum for data science, data mining, knowledge discovery and big data research and practice, will feature plenary presentations, paper presentations, poster sessions, workshops, tutorials, exhibits, and the KDD Cup competition.
After receiving the nominations, we invited leading experts to serve on the award selection committee from all over the world. Applications are accepted from full-time students at degree granting institutions. Based on our model, we develop accurate algorithms for detecting overlapping communities that scale to networks an order of magnitude larger than what was possible before. Enter the email domains of all institutions with which you have an institutional conflict of interest.
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The purpose of this is to help us in assigning reviewers to your paper. The chief objective of this dissertation is to figure out solutions to these challenges via innovative research and novel methods. Papers that do not meet the formatting requirements will be rejected without review. Moreover, most online activities involve interactions between multiple items and different users and interpreting such complex user-item interactions becomes intractable too.
The award winner will also receive a dissertagion registration to attend the KDD conference. Information on the previous successful editions kvd the Industry and Government Invited Talks can be found at:.
SIGKDD Data Science/Data Mining PhD Dissertation Award – Nominations due Apr 30
At most one award will be given each year in each category. Reviewers will also indicate their expertise ddissertation the same set of subject area terms.
He visited CMU in Pedro Domingos for his foundational research in data stream analysis, cost-sensitive classification, adversarial learning, and Markov logic networks.
Each dissertation was reviewed by at least 3 experts who helped group the dissertations into two competing groups.