Find Me the Right Content! Diversity-Based Sampling of Social Media Spaces for Topic-Centric Search
Explore this paper's citation graph
Summary
Users find samples generated by the proposed sampling methodology to be more interesting and subjectively engaging compared to techniques inspired by state-of-the-art systems, with improvements in the range of 15--45%.
- Type
- article
- Published
- 2011-07-01
- Cited by
- 34
- References
- 18
- Access
- Open access
- OpenAlex
- https://openalex.org/W7530263
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:23472
Keywords
Computer science, Notice, Diversity (politics), Social media, Construct (python library)
References
- An Introduction To Compressive Sampling
- How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media?
- Information Theory: 1948-1998 - Guest Editorial
- Imaging via Compressive Sampling
- On the bias of traceroute sampling: Or, power-law degree distributions in regular graphs
- Wavelets in time-series analysis
- Efficient sampling of information in social networks
- Sampling and estimation in large social networks
- Measuring the Involvement Construct
- Improving personalized web search using result diversification
- Sampling from large graphs
- Methods for Sampling Pages Uniformly from the World Wide Web
- Improving recommendation lists through topic diversification
- Sampling Techniques for Large, Dynamic Graphs
- Information rates in sampling and quantization
- Sampling community structure
- Postdecision changes in the desirability of alternatives.
- Elements of Information Theory
- Subjective Duration Assessment: An Implicit Probe for Software Usability
Cited by
- Detection of Duplicate Content on Twitter
- Visual Learning of Socio-Video Semantics
- Analysis and forecasting of trending topics in online media streams
- Deep Twitter diving: exploring topical groups in microblogs at scale
- New metric measure for the improvement of search results in microblogs
- Uprising microblogs: a bayesian network retrieval model for tweet search
- Automatic selection of social media responses to news
- Demarcating new boundaries: mapping virtual polycentric communities through social media content
- On sampling the wisdom of crowds: random vs. expert sampling of the twitter stream
- Contextually proximate approach to develop smart user interface
- Sampling Content from Online Social Networks
- Should We Use the Sample? Analyzing Datasets Sampled from Twitter’s Stream API
- On the Wisdom of Experts vs. Crowds: Discovering Trustworthy Topical News in Microblogs
- State transition in communication under social network: An analysis using fuzzy logic and Density Based Clustering towards big data paradigm
- Selecting Social Media Responses to News: A Convex Framework Based On Data Reconstruction
- Towards the use of online social networks for efficient Internet content distribution
- Assessing Online Media Content Trustworthiness, Relevance and Influence: an Introductory Survey
- Dynamic sampling of text streams and its application in text analysis
- A survey on opinion summarization techniques for social media
- Understanding the impact of sampling and noise on detecting events using twitter
Related papers
- Near field application: NFC smart notice board
- Analysis on Notice to Contributors of Academic Periodicals from the Point of Law
- Increasing Performance in the Small Group CBT Setting
- The Improvement and Innovation of New Books’Notice in University Library under the Network Environment
- DRC-01 Notice in GST- A Comprehensive Analysis in India