InVEST: Intelligent visual email search and triage

نویسندگان

  • Jay Koven
  • Enrico Bertini
  • Luke Dubois
  • Nasir Memon
چکیده

Large email data sets are often the focus of criminal and civil investigations. This has created a daunting task for investigators due to the extraordinary size of many of these collections. Our work offers an interactive visual analytic alternative to the current, manually intensive methodology used in the search for evidence in large email data sets. These sets usually contain many emails which are irrelevant to an investigation, forcing investigators to manually comb through information in order to find relevant emails, a process which is costly in terms of both time and money. To aid the investigative process we combine intelligent preprossessing, a context aware visual search, and a results display that presents an integrated view of diverse information contained within emails. This allows an investigator to reduce the number of emails that need to be viewed in detail without the current tedious manual search and comb process. © 2016 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Ethical Patient Prioritization in Disaster Triage: A Protocol for a Systematic Review

Background: Disasters are medically defined as events in which the demands for patients’ care far exceed the available resources. In such situations, triage and rationing of limited resources are inevitable. A decision regarding triage needs not only scientific guidelines but also an ethical framework and supporting policies. This study aims to provide a comprehensive review of the criteria for...

متن کامل

Development of an Efficient Hybrid Method for Motif Discovery in DNA Sequences

This work presents a hybrid method for motif discovery in DNA sequences. The proposed method called SPSO-Lk, borrows the concept of Chebyshev polynomials and uses the stochastic local search to improve the performance of the basic PSO algorithm as a motif finder. The Chebyshev polynomial concept encourages us to use a linear combination of previously discovered velocities beyond that proposed b...

متن کامل

Beyond “From” and “Received”: Social Sorting for Email Triage

1 Work done while at Microsoft Research. ABSTRACT Email triage is the process of going through unhandled email and deciding what to do with it. Email triage can quickly become a serious problem for users as the amount of unhandled email grows. We investigate the problem of email triage by first presenting interview and survey results that articulate user needs for email triage. We then use thes...

متن کامل

Intelligent Tuned Harmony Search for Solving Economic Dispatch Problem with Valve-point Effects and Prohibited Operating Zones

Economic dispatch with valve point effect and Prohibited Operating Zones (POZs) is a non-convex and discontinuous optimization problem. Harmony Search (HS) is one of the recently presented meta-heuristic algorithms for solving optimization problems, which has different variants. The performances of these variants are severely affected by selection of different parameters of the algorithm. Intel...

متن کامل

Interactive Data Analysis with nSpace2 VAST 2011 Mini Challenge #3 Award: “Good Analysis & Support Debrief”

nSpace2 is an innovative visual analytics tool that was the primary platform used to search, evaluate, and organize the data in the VAST 2011 Mini Challenge #3 dataset. nSpace2 is a web-based tool that is designed to facilitate the back-and-forth-flow of the multiple steps of an analysis workflow, including search, data triage, organization, sense-making, and reporting. This paper describes how...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016