Interactive Exploration of Text Databases

نویسنده

  • Ziqi Huang
چکیده

With the increasing importance of text analytics in all disciplines, e.g., science, business, and social media analytics, it has become important to extract actionable insights from text in a timely manner. In this work, we take a close look at Interactive Data Exploration. We first introduce a novel interactive framework that allows social media analysts to tweak the text mining dashboards not just during its development stage, but also during the analytics process itself. Then we study the interactions between common users and the framework, and introduce a touch interface that help users to reach their search target in a efficient manner.

برای دانلود رایگان 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

Exploration of Full-text Databases with Self-organizing Maps

Availability of large full-text document collections in electronic form has created a need for intelligent information retrieval techniques. Especially the expanding World Wide Web presupposes methods for systematic exploration of miscellaneous document collections. In this paper we introduce a new method, the WEBSOM, for this task. Self-Organizing Maps (SOMs) are used to represent documents on...

متن کامل

Motif Explorer - a Tool for Interactive Exploration of Aminoacid Sequence Motifs

Short amino acid sequence patterns, called motifs, play an important role in molecular biology research. While a number of tools for locating motifs in sequence databases have been developed, no existing tool performs fast enough to allow interactive searching of entire databases. Interactive searching enables biologists to explore the effects of changes to a motif on the set of sequences match...

متن کامل

Interactive Exploration of Asynchronous Conversations: Applying a User-centered Approach to Design a Visual Text Analytic System

Exploring an online conversation can be very difficult for a user, especially when it becomes a long complex thread. We follow a human-centered design approach to tightly integrate text mining methods with interactive visualization techniques to support the users in fulfilling their information needs. The resulting visual text analytic system provides multifaceted exploration of asynchronous co...

متن کامل

Keyword - Based Object Search and Exploration in Multidimensional Text Databases

We propose a novel system TEXplorer that integrates keyword-based object ranking with the aggregation and exploration power of OLAP in a text database with rich structured attributes available, e.g., a product review database. TEXplorer can be implemented within a multi-dimensional text database, where each row is associated with structural dimensions (attributes) and text data (e.g., a documen...

متن کامل

ارائه یک مدل احتمالاتی جهت تعیین انسجام متن در سیستم های پرسش و پاسخ تعاملی

Evaluation plays an important role in interactive question answering systems like many computational linguistics fields. The coherence between the questions and the answers exchanged between the user and the system is one of the important criteria in evaluating these systems. In this paper, a new approach to determine the degree of coherence of generated text by the IQA systems is presented. Th...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015