The dynamics and social organization of innovation in the field of oncology/Bibliography
Papers and resources edit
General edit
Use of absrtacts
Document tagging and other text-mining
- OpenMinTeD, European text-mining infrastructure
- NCBI text mining web services
- EuropePMC text mined annotations
Funding data
Innovation dynamics
Topical burst detection
- Bursty and Hierarchical Structure in Streams, implementations in C, python
- Mapping topics and topic bursts in PNAS
Name disambiguation
- Author name disambiguation, a recent review
- Exploiting citation networks for large-scale author name disambiguation, a recent paper from ppl at ETH-Zurich
Ontologies
Evolving communities
Word embedding edit
Algorithm and improvements
- king - man + woman is queen; but why?
- What are some interesting Word2Vec results?
- Linguistic Regularities in Sparse and Explicit Word Representations
- Document Classification by Inversion of Distributed Language Representations
- A Dual Embedding Space Model for Document Ranking
Changes in meaning
- Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
- Statistically Significant Detection of Linguistic Change
Stochastic block models and description length minimization edit
- Inferring the mesoscale structure of layered, edge-valued and time-varying networks
- Hierarchical Block Structures and High-Resolution Model Selection in Large Networks
- Model Selection and Hypothesis Testing for Large-Scale Network Models with Overlapping Groups
Visualizations edit
Medical ontologies edit
There are also more sophisticated ontologies:
- For instance, there is an NCI Thesaurus
- BioPortal keeps a database of ontologies
News edit
Social media buzz
Core set hypothesis
Transparency
Sanofi, Novartis, NCI, Ranbaxy top missing data list as Shire most transparent
ASCO and ESMO
ESMO's not what it used to be—and that's a good thing, executives say