Embedding technique and network analysis of scientific innovations emergence in an arXiv-based concept network

2019 ◽

Cited By ~ 5

Author(s):

Xingbo Du ◽

Junchi Yan ◽

Hongyuan Zha

Keyword(s):

Social Network ◽

Social Network Analysis ◽

Network Analysis ◽

Link Prediction ◽

Graph Embedding ◽

Network Alignment ◽

Initial Vertex ◽

Information Propagation ◽

Graph Node ◽

Embedding Technique

Link prediction and network alignment are two important problems in social network analysis and other network related applications. Considerable efforts have been devoted to these two problems while often in an independent way to each other. In this paper we argue that these two tasks are relevant and present a joint link prediction and network alignment framework, whereby a novel cross-graph node embedding technique is devised to allow for information propagation. Our approach can either work with a few initial vertex correspondence as seeds, or from scratch. By extensive experiments on public benchmark, we show that link prediction and network alignment can benefit to each other especially for improving the recall for both tasks.

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Core-concept Network analysis of the Invention and Robot in the field of 2009 Revised Practical Arts Curriculum

10.24062/kpae.2017.30.4.137 ◽

2017 ◽

Vol 30 (4) ◽

pp. 137-151

Author(s):

Youngchan Lee ◽

◽

Heuipil Kim ◽

Keyword(s):

Network Analysis ◽

Core Concept ◽

Arts Curriculum ◽

Concept Network

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Visualization of the Platelet-Plasma Interface

Proceedings, annual meeting, Electron Microscopy Society of America ◽

10.1017/s0424820100079905 ◽

1977 ◽

Vol 35 ◽

pp. 494-495

Author(s):

D. C. Brindley ◽

M. McGill

Keyword(s):

Platelet Rich Plasma ◽

Coagulation Factors ◽

Platelet Membrane ◽

Rabbit Platelet ◽

Surface Coat ◽

Special Relationship ◽

Routine Method ◽

Embedding Technique ◽

Biochemical Analyses ◽

Adsorptive Properties

Morphological and cytochemical studies of platelets have reported a surface coat, or glycocalyx, external to the plasma membrane (1). Biochemical analyses have likewise confirmed the highly adsorptive properties of platelets as transporters of coagulation factors (2). However, visualization of the platelet membrane by conventional EM procedures does not reflect this special relationship between the platelet and its plasma environment. By the routine method of alcohol-propylene oxide dehydration for Epon embedding, the lipid bilayer nature of the platelet membrane appears similar to other blood cells (Fig. 1). A new rapid embedding technique using dimethoxypropane (DMP) as dehydrating agent (13) has permitted ultrastructural analyses of the surface features of the platelet-plasma interface.Aliquots of human or rabbit platelet-rich plasma (PRP) were added to equal volumes of 6% glutaraldehyde in Millonig's buffer at 37° for 45 minutes, rinsed in buffer and postfixed in 1% osmium in Millonig's buffer for 45 minutes.

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Flat embeddment of monolayer cells, tissue sections, and other cellular materials attached onto glass substrate

Proceedings, annual meeting, Electron Microscopy Society of America ◽

10.1017/s0424820100161394 ◽

1990 ◽

Vol 48 (3) ◽

pp. 766-767

Author(s):

Jeffrey P. Chang ◽

Jaang J. Wang

Keyword(s):

Present Report ◽

Cellular Materials ◽

Cover Glass ◽

Tissue Sections ◽

Embedding Technique ◽

Exfoliated Cells ◽

Black Paper ◽

Cell Concentrations ◽

Flat Embedding

Flat embeddment of certain specimens for electron microscopy is necessary for three classes of biological materials: namely monolayer cells, tissue sections of paraffin or plastics, as well as cell concentrations, exfoliated cells, and cell smears. The present report concerns a flat-embedding technique which can be applied to all these three classes of materials and which is a modified and improved version of Chang's original methodology.Preparation of coverglasses and microslides. Chemically cleaned coverglasses, 11 × 22 mm or other sizes, are laid in rows on black paper. Ink-mark one coner for identifying the spray-side of the glass for growing cells. Lightly spray with Teflon monomer (Heddy/Contact Inductries, Paterson, NO 07524, U.S.A.) from a pressurized can. Bake the sprayed glasses at 500°F for 45 min on Cover-Glass Ceramic Racks (A. Thomas Co. Philadelphia), for Teflon to polymerize.Monolayer Cells. After sterilization, the Teflon-treated coverglasses, with cells attached, are treated or fixed in situ in Columbia staining dishes (A. Thomas Co., Philadelphia) for subsequent processing.

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Involvement of nucleus in the maturation of dengue-2 virus in C6/36 cells

Proceedings, annual meeting, Electron Microscopy Society of America ◽

10.1017/s0424820100162120 ◽

1990 ◽

Vol 48 (3) ◽

pp. 912-913

Author(s):

Jaang J. Wang ◽

Cheng C. Chen ◽

Men F. Shaio ◽

Chia T. Liu ◽

Chung S. Lee ◽

...

Keyword(s):

Culture Medium ◽

Cytopathic Effect ◽

Fetal Bovine Serum ◽

Virus Particles ◽

Electron Microscopies ◽

Embedding Technique ◽

Fetal Bovine ◽

Flat Embedding ◽

20 Nm ◽

Labeling Method

The involvement of nucleus in the maturation processes of Dengue-2 virus in a mosquito cell line, C6/36 cells, has been identified by the electron microscopy and immunocytochemistry. The C6/36 cells were obtained from ATCC and maintained in MEM culture medium containing 10% fetal bovine serum at 28°C. The cell suspensions or cells grown on teflon-coated coverslips were infected with Dengue-2 virus (107/ml) for various time periods of 2 hours, 3, 6, 8, and 10 days. The cells were then fixed in buffered 1.5% glutaraldehyde, and washed in acetone before immunolabeled with monoclonal antibody. An indirect immunocytochemical labeling method of avidin-biotin complex (ABC) conjugated with peroxidase or gold particles (20 nm in diameter) and a flat embedding technique were used to localize the virus particles.At early stages of infections (before 3 days), there were no virion particles detected. After 6 days and on of infections, cytopathic effect (CPE) was observed and showed positive immuno-peroxidase reactions under the light and electron microscopies.

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