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Thanks all.

SOCNET: nicest and most helpful community of practice out there!

J

On Mon, Sep 28, 2015 at 5:50 PM, Phillip Bonacich <[log in to unmask]> wrote:
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Dear Enzo,
Dear Enzo,
Exactly right.  The infinite series that gives meaning to beta centrality does not converge if beta is greater than or equal to the inverse of the largest eigenvalue of the adjacency matrix.


Phillip Bonacich
Professor Emeritus of Sociology
University of California, Los Angeles

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From: Social Networks Discussion Forum [mailto:[log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. ========================================================================Received: by LISTS.UFL.EDU (LISTSERV-TCP/IP release 15.5) with spool id 788008 for [log in to unmask]; Tue, 29 Sep 2015 19:09:08 -0400 Received: from smtp.ufl.edu (smtp-prod06.osg.ufl.edu [128.227.74.254]) by listserv-prod01.osg.ufl.edu (8.13.8/8.13.8/2.3.0) with ESMTP id t8TMx8sC031111 for <[log in to unmask]>; Tue, 29 Sep 2015 18:59:08 -0400 X-UFL-GatorLink-Authenticated: authenticated as () with from 129.79.1.194 Received: from hartman.uits.indiana.edu (hartman.uits.indiana.edu [129.79.1.194]) by smtp.ufl.edu (8.14.4/8.14.4/3.0.0) with ESMTP id t8TMx71M006771 (version=TLSv1/SSLv3 cipher=DHE-RSA-AES256-SHA bits%6 verify=NOT) for <[log in to unmask]>; Tue, 29 Sep 2015 18:59:08 -0400 X-IronPort-AV: E=Sophos;i="5.17,609,1437451200"; d="scan'208";a="292953224" Received: from mssg-relay.indiana.edu ([129.79.1.73]) by irpt-internal-relay.indiana.edu with ESMTP; 29 Sep 2015 18:59:07 -0400 Received: from hartman.uits.indiana.edu (belushi.uits.indiana.edu [129.79.1.188]) by mssg-relay.indiana.edu (8.14.7/8.14.4/IU Campus Communications Team) with ESMTP id t8TMx7U3013313 (version=TLSv1/SSLv3 cipher=RC4-SHA bits8 verify=NOT) for <[log in to unmask]>; Tue, 29 Sep 2015 18:59:07 -0400 X-IronPort-AV: E=Sophos;i="5.17,609,1437451200"; d="scan'208";a="293053793" Received: from burns.uits.indiana.edu (HELO mail-relay.iu.edu) ([129.79.1.202]) by irpt-internal-relay.indiana.edu with ESMTP; 29 Sep 2015 18:59:07 -0400 Received: from [192.168.1.5] (99-38-162-200.lightspeed.iplsin.sbcglobal.net [99.38.162.200]) (authenticated bits=0) by mail-relay.iu.edu (8.14.7/8.14.4/IU Campus Communications Team) with ESMTP id t8TMx7gE016712 for <[log in to unmask]>; Tue, 29 Sep 2015 18:59:07 -0400 User-Agent: Mozilla/5.0 (Windows NT 6.3; WOW64; rv:24.0) Gecko/20100101 Thunderbird/24.0 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8; format=flowed Content-Transfer-Encoding: 8bit X-Proofpoint-Virus-Version: vendor=fsecure engine=2.50.10432:,, definitions 15-09-29_14:,, signatures=0 X-Proofpoint-Spam-Details: rule=notspam policyfault score=0 kscore.is_bulkscore=0 kscore.compositescore=1 compositescore=0.9 suspectscore=4 malwarescore=0 phishscore=0 bulkscore=0 kscore.is_spamscore=0 rbsscore=0.9 spamscore=0 urlsuspectscore=0.9 adultscore=0 classifier=spam adjust=0 reason=mlx scancount=1 engine=8.0.1-1507310000 definitions=main-1509290254 X-Spam-Level: * X-UFL-Spam-Level: * Message-ID: <[log in to unmask]> Date: Tue, 29 Sep 2015 18:59:04 -0400 Reply-To: Stasa Milojevic <[log in to unmask]> Sender: Social Networks Discussion Forum <[log in to unmask]> From: Stasa Milojevic <[log in to unmask]> Subject: Faculty Position in Information and Library Science, Indiana University Bloomington ***** To join INSNA, visit http://www.insna.org ***** Title: Asst/ Assoc/ Full Professor Department: Information and Library Science Expected start date: 08/01/2016 Position summary: The School of Informatics and Computing at Indiana University, Bloomington, invites applications for a position beginning in Fall 2016 in the Department of Information and Library Science (all subareas solicited with preference for data curation, CSCW, digital libraries, information policy, digital youth, documentation, metadata, and the social web). This position is open at all levels (assistant, associate, or full professor). Duties include teaching, research, and service. The Department of Information and Library Science (ILS), formerly the School of Library and Information Science, has a long, successful history, having graduated over 8,000 students since it opened its doors in 1946. U.S. News & World Report ranked the Bloomington Information and Library Science program eighth nationally in its most recent rankings. The School of Informatics and Computing is the first of its kind and among the largest in the country, with unsurpassed breadth. Its mission is to excel and lead in education, research, and outreach spanning and integrating computing and information technologies. In addition to ILS, the School includes the Department of Computer Science and Informatics and has a total of more than 100 faculty, 900 graduate students, and 1,500 undergraduate majors on the Bloomington campus. Faculty research areas in ILS include bibliometrics; big data; computer-mediated communication; data science; data curation; digital libraries; information organization, retrieval, and visualization; human computer interaction; science studies; semantic web; social informatics; CSCW; text mining; web science; and more. Graduate degrees offered in the School include Master’s degrees in Information Science, Library Science, Bioinformatics, Computer Science, Data Science, Human Computer Interaction Design, and Security Informatics, and Ph.D. degrees in Computer Science, Informatics, and Information Science. The School is also known for its strong undergraduate programs. Indiana University Bloomington is a major public research university with over 2,000 faculty and over 45,000 students. The beautiful campus hosts 110 research centers and institutes, as well as a wide array of distinguished academic departments and schools. IU is renowned for its high-performance computing and networking facilities, top-ranked music school, and performing and fine arts. Located in the wooded rolling hills of southern Indiana, Bloomington is a culturally thriving college town with a moderate cost of living and the amenities for an active lifestyle. Basic qualifications: Applicants should have an established record (for senior level) or demonstrable potential for excellence (for junior level) in research and teaching, and a Ph.D. in Information Science or a related field or (for junior level) expected before 8/2016. Interested candidates should submit their application at http://indiana.peopleadmin.com/postings/1658 Application should include curriculum vitae, statements of research and teaching, and names of three references (junior level), or six references (senior level). Questions regarding the position or application process can be directed to: Prof. Noriko Hara, [log in to unmask] or to Faculty Search, Department of Information and Library Science, School of Informatics and Computing, Herman B. Wells Library LI011, Bloomington, IN 47408. For full consideration, completed applications must be received by December 1st, 2015. Informal and confidential inquiries may be sent to the ILS Chair, Pnina Fichman, ([log in to unmask]) or to members of the search committee: Noriko Hara ([log in to unmask]), Stasa Milojevic ([log in to unmask]), Howard Rosenbaum ([log in to unmask]), John Walsh ([log in to unmask]). Indiana University is an equal employment and affirmative action employer and a provider of ADA services. All qualified applicants will receive consideration for employment without regard to age, ethnicity, color, race, religion, sex, sexual orientation or identity, national origin, disability status or protected veteran status. IU Bloomington is vitally interested in the needs of Dual Career couples. -- Staša Milojević, Ph.D. Associate Professor Department of Information & Library Science School of Informatics and Computing Indiana University Email: [log in to unmask] http://homes.soic.indiana.edu/smilojev/ _____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). To unsubscribe, send an email message to [log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. ========================================================================Received: by LISTS.UFL.EDU (LISTSERV-TCP/IP release 15.5) with spool id 791774 for [log in to unmask]; Wed, 30 Sep 2015 05:01:13 -0400 Received: from smtp.ufl.edu (smtp-prod05.osg.ufl.edu [128.227.74.125]) by listserv-prod01.osg.ufl.edu (8.13.8/8.13.8/2.3.0) with ESMTP id t8U91DGl008139 for <[log in to unmask]>; Wed, 30 Sep 2015 05:01:13 -0400 X-UFL-GatorLink-Authenticated: authenticated as () with from 209.85.215.41 Received: from mail-la0-f41.google.com (mail-la0-f41.google.com [209.85.215.41]) by smtp.ufl.edu (8.14.4/8.14.4/3.0.0) with ESMTP id t8U91Bbw007186 (version=TLSv1/SSLv3 cipher=DHE-RSA-AES256-SHA bits%6 verify=NOT) for <[log in to unmask]>; Wed, 30 Sep 2015 05:01:13 -0400 Received: by lahh2 with SMTP id h2so38054564lah.0 for <[log in to unmask]>; Wed, 30 Sep 2015 02:01:11 -0700 (PDT) MIME-Version: 1.0 X-Received: by 10.152.28.73 with SMTP id z9mr783393lag.73.1443603671293; Wed, 30 Sep 2015 02:01:11 -0700 (PDT) Received: by 10.25.207.14 with HTTP; Wed, 30 Sep 2015 02:01:11 -0700 (PDT) Content-Type: multipart/alternative; boundary9e0158c02606245b0520f32cfb X-Proofpoint-Virus-Version: vendor=fsecure engine=2.50.10432:,, definitions 15-09-30_02:,, signatures=0 X-Proofpoint-Spam-Details: rule=notspam policyfault score=0 kscore.is_bulkscore=0 kscore.compositescore=1 compositescore=0.9 suspectscore=3 malwarescore=0 phishscore=0 bulkscore=0 kscore.is_spamscore=0 rbsscore=0.9 spamscore=0 urlsuspectscore=0.9 adultscore=0 classifier=spam adjust=0 reason=mlx scancount=1 engine=8.0.1-1507310000 definitions=main-1509300138 X-Spam-Level: * X-UFL-Spam-Level: * Message-ID: <[log in to unmask]> Date: Wed, 30 Sep 2015 02:01:11 -0700 Reply-To: Jackie Blanco <[log in to unmask]> Sender: Social Networks Discussion Forum <[log in to unmask]> From: Jackie Blanco <[log in to unmask]> Subject: Approaching Deadline: ICGCTI2015 - Malaysia --089e0158c02606245b0520f32cfb Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: quoted-printable ***** To join INSNA, visit http://www.insna.org ***** The Third International Conference on Green Computing, Technology and Innovation (ICGCTI2015) Universiti Putra Malaysia, Selangor, Malaysia 8-10 December 2015 http://sdiwc.net/conferences/icgcti2015/ The proposed conference on the above theme will held over three days, with presentations delivered by researchers from the international community, including presentations from keynote speakers and state-of-the-art lectures. ICGCTI2015 aims to enable researchers build connections between different digital applications. The conference welcomes papers on the following (but not limited to) research topics: - Benefits of, and barriers to, adopting greener IT practices - Carbon metering and user feedback - Climate and ecosystem monitoring - Energy harvesting, storage, and recycling - Energy-aware high performance computing and applications - Energy-aware software - Energy-efficient network services and operations - Green IT metrics, maturity models, standards, and regulations - Green computing models, methodologies and paradigms - Green networking and communication - Life-cycle analysis of IT equipment - Management and profiling tools for energy efficient systems - Modeling-representations, simulation and validation for energy consumption optimization problems - Online dynamic optimization for energy efficient systems - Power-aware algorithms and protocols - Power-efficient delivery and cooling - Renewable energy models and prediction - Smart buildings and urban development - Smart homes, buildings, offices, streets - Stability of smart energy systems - Using IT to reduce carbon emissions - Carbon management policies and ecology- related issues with ICT - Characterization, metrics, and modeling - Creating green awareness using IT - Energy-aware computing - Energy-aware large scale distributed systems, such as Grids, Clouds and service computing - Energy-efficient mass data storage and processing - Governments’ roles in fostering and enforcing green initiatives - Green business process reengineering and management - Green design, manufacture, use, disposal, and recycling of computers and communication systems - Green software engineering - Low-power electronics and systems - Matching energy supply and demand - Network design optimization - Optimization of energy-efficient protocols - Power-aware software and hardware - Reliability, thermal behavior and control - Robustness and performance guarantees - Smart grid and microgrids - Smart transportation and manufacturing - Sustainable computing Researchers are encouraged to submit their work electronically. All papers will be fully refereed by a minimum of two specialized referees. Before final acceptance, all referees comments must be considered. Important Dates ============== Submission Deadline : November 8, 2015 Final Notification : November 20, 2015 Camera Ready Deadline : November 28, 2015 Registration Deadline : November 28, 2015 Conference Dates : December 8-10, 2015 Drop us an email at [log in to unmask] _____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). To unsubscribe, send an email message to [log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. --089e0158c02606245b0520f32cfb Content-Type: text/html; charset=UTF-8 Content-Transfer-Encoding: quoted-printable ***** To join INSNA, visit http://www.insna.org *****
The Third International Conference on Green Computing, Technology and Innovation (ICGCTI2015)

Universiti Putra Malaysia, Selangor, Malaysia
8-10 December 2015
http://sdiwc.net/conferences/icgcti2015/

The proposed conference on the above theme will held over three days, with presentations delivered by researchers from the international community, including presentations from keynote speakers and state-of-the-art lectures. ICGCTI2015 aims to enable researchers build connections between different digital applications.

The conference welcomes papers on the following (but not limited to) research topics:

- Benefits of, and barriers to, adopting greener IT practices
- Carbon metering and user feedback
- Climate and ecosystem monitoring
- Energy harvesting, storage, and recycling
- Energy-aware high performance computing and applications
- Energy-aware software
- Energy-efficient network services and operations
- Green IT metrics, maturity models, standards, and regulations
- Green computing models, methodologies and paradigms
- Green networking and communication
- Life-cycle analysis of IT equipment
- Management and profiling tools for energy efficient systems
- Modeling-representations, simulation and validation for energy consumption optimization problems
- Online dynamic optimization for energy efficient systems
- Power-aware algorithms and protocols
- Power-efficient delivery and cooling
- Renewable energy models and prediction
- Smart buildings and urban development
- Smart homes, buildings, offices, streets
- Stability of smart energy systems
- Using IT to reduce carbon emissions
- Carbon management policies and ecology- related issues with ICT
- Characterization, metrics, and modeling
- Creating green awareness using IT
- Energy-aware computing
- Energy-aware large scale distributed systems, such as Grids, Clouds and service computing
- Energy-efficient mass data storage and processing
- Governments’ roles in fostering and enforcing green initiatives
- Green business process reengineering and management
- Green design, manufacture, use, disposal, and recycling of computers and communication systems
- Green software engineering
- Low-power electronics and systems
- Matching energy supply and demand
- Network design optimization
- Optimization of energy-efficient protocols
- Power-aware software and hardware
- Reliability, thermal behavior and control
- Robustness and performance guarantees
- Smart grid and microgrids
- Smart transportation and manufacturing
- Sustainable computing

Researchers are encouraged to submit their work electronically. All papers will be fully refereed by a minimum of two specialized referees. Before final acceptance, all referees comments must be considered.

Important Dates
==============
Submission Deadline    : November 8, 2015
Final Notification    : November 20, 2015
Camera Ready Deadline    : November 28, 2015
Registration Deadline    : November 28, 2015
Conference Dates    : December 8-10, 2015

Drop us an email at [log in to unmask]

_____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). To unsubscribe, send an email message to [log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. --089e0158c02606245b0520f32cfb-- ========================================================================Received: by LISTS.UFL.EDU (LISTSERV-TCP/IP release 15.5) with spool id 798823 for [log in to unmask]; Wed, 30 Sep 2015 11:33:48 -0400 Received: from smtp.ufl.edu (smtp-prod04.osg.ufl.edu [128.227.74.220]) by listserv-prod01.osg.ufl.edu (8.13.8/8.13.8/2.3.0) with ESMTP id t8UFNmMW015069 for <[log in to unmask]>; Wed, 30 Sep 2015 11:23:48 -0400 X-UFL-GatorLink-Authenticated: authenticated as () with from 165.68.14.55 Received: from prfsmtppr01dar.uchospitals.edu (prfsmtppr01dar.uchospitals.edu [165.68.14.55]) by smtp.ufl.edu (8.14.4/8.14.4/3.0.0) with ESMTP id t8UFNl33061297 (version=TLSv1/SSLv3 cipher=DHE-RSA-AES256-GCM-SHA384 bits%6 verify=NOT) for <[log in to unmask]>; Wed, 30 Sep 2015 11:23:47 -0400 Received: from pps.filterd (prfsmtppr01dar.uchospitals.edu [127.0.0.1]) by prfsmtppr01dar.uchospitals.edu (8.15.0.59/8.15.0.59) with SMTP id t8UFNjAw024966 for <[log in to unmask]>; Wed, 30 Sep 2015 10:23:46 -0500 Received: from exhubpr04ccd.uchad.uchospitals.edu ([10.165.141.34]) by prfsmtppr01dar.uchospitals.edu with ESMTP id 1x8hf602cs-4 (version=TLSv1/SSLv3 cipherS128-SHA bits8 verify=NOT) for <[log in to unmask]>; Wed, 30 Sep 2015 10:23:46 -0500 Received: from EXMBXPR07CCD.UCHAD.uchospitals.edu ([fe80::d45e:44c8:70fe:832d]) by EXHUBPR04CCD.UCHAD.uchospitals.edu ([fe80::a414:31b1:fce5:b840%17]) with mapi id 14.03.0248.002; Wed, 30 Sep 2015 10:23:45 -0500 Thread-Topic: Modeling bridging as an outcome variable Thread-Index: AdD7k/F2UIHahPBLTVmG4YpETnMQvA=Accept-Language: en-US Content-Language: en-US X-MS-Has-Attach: X-MS-TNEF-Correlator: x-originating-ip: [165.68.129.119] Content-Type: multipart/alternative; boundary="_000_E913ABB937F1DE4BA868F430F7197E1028132FD9EXMBXPR07CCDUCH_" MIME-Version: 1.0 X-Proofpoint-Virus-Version: vendor=fsecure engine=2.50.10432:,, definitions 15-09-30_11:,, signatures=0 X-Proofpoint-Virus-Version: vendor=fsecure engine=2.50.10432:5.14.151,1.0.33,0.0.0000 definitions 15-09-30_11:2015-09-30,2015-09-30,1970-01-01 signatures=0 X-Proofpoint-Spam-Details: rule=notspam policyfault score=0 kscore.is_bulkscore=0 kscore.compositescore=1 compositescore=0.9 suspectscore=0 malwarescore=0 phishscore=0 bulkscore=0 kscore.is_spamscore=0 rbsscore=0.9 spamscore=0 urlsuspectscore=0.9 adultscore=0 classifier=spam adjust=0 reason=mlx scancount=1 engine=8.0.1-1507310000 definitions=main-1509300199 X-Proofpoint-Spam-Details: rule=outbound_notspam policy=outbound score=0 spamscore=0 suspectscore=0 phishscore=0 adultscore=0 bulkscore=0 classifier=spam adjust=0 reason=mlx scancount=1 engine=7.0.1-1508030000 definitions=main-1509300198 X-Spam-Level: * X-UFL-Spam-Level: * Message-ID: <[log in to unmask]> Date: Wed, 30 Sep 2015 15:23:44 +0000 Reply-To: "Khanna, Aditya [MED]" <[log in to unmask]> Sender: Social Networks Discussion Forum <[log in to unmask]> From: "Khanna, Aditya [MED]" <[log in to unmask]> Subject: Modeling bridging as an outcome variable --_000_E913ABB937F1DE4BA868F430F7197E1028132FD9EXMBXPR07CCDUCH_ Content-Type: text/plain; charset="us-ascii" Content-Transfer-Encoding: quoted-printable ***** To join INSNA, visit http://www.insna.org ***** Dear SOCNET community, I am a research scientist at the University of Chicago, applying social/sexual network data for HIV prevention problems. I read with interest a recent discussion here in response to a question posed by Elly Powers, on modeling centrality scores as an outcome variable. I want to talk through a similar question here. I am working with a longitudinal (two-wave) Facebook dataset of high-risk gay men in South Chicago. There are 294 participants in both waves of the study, with about 3200 friendships between them in Wave 1, and ~4000 in Wave 2. I have computed a number of graph centrality metrics on the two waves (betweenness/eigenvector centralities, bridging scores, constraint index and effective network size). We are interested in looking more closely at the top 50 individuals selected by each score (say bridging, for the purpose of argument), who will be invited to our center to receive additional training about HIV prevention methods. The big question is, what factors are associated with someone to become a bridge? What is associated with someone losing their bridging status? One way to answer these questions might be to consider the set of nodes that become a top-50 in Wave 2, that weren't in that group in Wave 1. Another way might be to consider the set of nodes that were a top-50 bridge in Wave 1, but didn't retain that status in Wave 2. And we could then consider the determinants of that change in status using a regression model, which is problematic because of the dependency structures within a network dataset such as this, and also the outcome variables. The question here is different than how Elly posed it - I am interested in predicting a top-50 bridge, which is a binary outcome. Still, the same problems of using a centrality (or bridging) score as an outcome on network data hold. I looked at the 'tnam' and 'lnam' functions that Philip Leifield recommended, but I also saw that his last suggestion, seconded by Tom Snijders, was to use ERGM's to "explain the network". I could potentially go down the last route, but "explaining the network" itself might not be a direct answer to my question here. What might explaining the network mean in this context (I have worked extensively with the statnet suite of packages, mostly as a tool to simulate dynamic network structure and HIV transmission). As a first pass, I might want to use your temporal network autocorrelation models, with top-50 bridging status as an outcome, and assess the significance of determinants of that status. The various dependency structures, both within the network, and the outcomes, make this tricky, but is there a way to make this approach work? I am happy to provide more details about the problem if you think that would help. Thanks, Aditya Khanna Web: http://home.uchicago.edu/khanna7/ ******************************************************************************** This e-mail is intended only for the use of the individual or entity to which it is addressed and may contain information that is privileged and confidential. If the reader of this e-mail message is not the intended recipient, you are hereby notified that any dissemination, distribution or copying of this communication is prohibited. If you have received this e-mail in error, please notify the sender and destroy all copies of the transmittal. Thank you University of Chicago Medicine and Biological Sciences ******************************************************************************** _____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). To unsubscribe, send an email message to [log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. --_000_E913ABB937F1DE4BA868F430F7197E1028132FD9EXMBXPR07CCDUCH_ Content-Type: text/html; charset="us-ascii" Content-Transfer-Encoding: quoted-printable ***** To join INSNA, visit http://www.insna.org *****

Dear SOCNET community,

 

I am a research scientist at the University of Chicago, applying social/sexual network data for HIV prevention problems. I read with interest a recent discussion here in response to a question posed by Elly Powers, on modeling centrality scores as an outcome variable. I want to talk through a similar question here.

 

I am working with a longitudinal (two-wave) Facebook dataset of high-risk gay men in South Chicago. There are 294 participants in both waves of the study, with about 3200 friendships between them in Wave 1, and ~4000 in Wave 2. I have computed a number of graph centrality metrics on the two waves (betweenness/eigenvector centralities, bridging scores, constraint index and effective network size).  

 

We are interested in looking more closely at the top 50 individuals selected by each score (say bridging, for the purpose of argument), who will be invited to our center to receive additional training about HIV prevention methods.  The big question is, what factors are associated with someone to become a bridge? What is associated with someone losing their bridging status? One way to answer these questions might be to consider the set of nodes that become a top-50 in Wave 2, that weren’t in that group in Wave 1. Another way might be to consider the set of nodes that were a top-50 bridge in Wave 1, but didn’t retain that status in Wave 2. And we could then consider the determinants of that change in status using a regression model, which is problematic because of the dependency structures within a network dataset such as this, and also the outcome variables.

 

The question here is different than how Elly posed it – I am interested in predicting a top-50 bridge, which is a binary outcome. Still, the same problems of using a centrality (or bridging) score as an outcome on network data hold. I looked at the ‘tnam’ and ‘lnam’ functions that Philip Leifield recommended, but I also saw that his last suggestion, seconded by Tom Snijders, was to use ERGM’s to “explain the network”.

 

I could potentially go down the last route, but “explaining the network” itself might not be a direct answer to my question here. What might explaining the network mean in this context  (I have worked extensively with the statnet suite of packages, mostly as a tool to simulate dynamic  network structure and HIV transmission). As a first pass, I might want to use your temporal network autocorrelation models, with top-50 bridging status as an outcome, and assess the significance of determinants of that status. The various dependency structures, both within the network, and the outcomes, make this tricky, but is there a way to make this approach work? I am happy to provide more details about the problem if you think that would help.

 

Thanks,
Aditya Khanna

Web: http://home.uchicago.edu/khanna7/

 

********************************************************************************
This e-mail is intended only for the use of the individual or entity to which
it is addressed and may contain information that is privileged and confidential.
If the reader of this e-mail message is not the intended recipient, you are
hereby notified that any dissemination, distribution or copying of this
communication is prohibited. If you have received this e-mail in error, please
notify the sender and destroy all copies of the transmittal.

Thank you
University of Chicago Medicine and Biological Sciences
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_____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). To unsubscribe, send an email message to [log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. --_000_E913ABB937F1DE4BA868F430F7197E1028132FD9EXMBXPR07CCDUCH_-- ========================================================================Received: by LISTS.UFL.EDU (LISTSERV-TCP/IP release 15.5) with spool id 800282 for [log in to unmask]; Wed, 30 Sep 2015 12:12:22 -0400 Received: from smtp.ufl.edu (smtp-prod06.osg.ufl.edu [128.227.74.254]) by listserv-prod01.osg.ufl.edu (8.13.8/8.13.8/2.3.0) with ESMTP id t8UG2Mlv026457 for <[log in to unmask]>; Wed, 30 Sep 2015 12:02:22 -0400 X-UFL-GatorLink-Authenticated: authenticated as () with from 209.85.214.170 Received: from mail-ob0-f170.google.com (mail-ob0-f170.google.com [209.85.214.170]) by smtp.ufl.edu (8.14.4/8.14.4/3.0.0) with ESMTP id t8UG2LVI043383 (version=TLSv1/SSLv3 cipher=DHE-RSA-AES256-SHA bits%6 verify=NOT) for <[log in to unmask]>; Wed, 30 Sep 2015 12:02:22 -0400 Received: by obbda8 with SMTP id da8so35245325obb.1 for <[log in to unmask]>; Wed, 30 Sep 2015 09:02:21 -0700 (PDT) MIME-Version: 1.0 X-Received: by 10.60.179.170 with SMTP id dh10mr2795581oec.86.1443628941315; Wed, 30 Sep 2015 09:02:21 -0700 (PDT) Received: by 10.202.16.78 with HTTP; Wed, 30 Sep 2015 09:02:21 -0700 (PDT) Content-Type: multipart/alternative; boundary7d7bd6c4b43c147c0520f90e14 X-Proofpoint-Virus-Version: vendor=fsecure engine=2.50.10432:,, definitions 15-09-30_11:,, signatures=0 X-Proofpoint-Spam-Details: rule=notspam policyfault score=0 kscore.is_bulkscore=0 kscore.compositescore=1 compositescore=0.9 suspectscore=2 malwarescore=0 phishscore=0 bulkscore kscore.is_spamscore=0 rbsscore=0.9 spamscore=0 urlsuspectscore=0.9 adultscore=0 classifier=spam adjust=0 reason=mlx scancount=1 engine=8.0.1-1507310000 definitions=main-1509300204 X-Spam-Level: * X-UFL-Spam-Level: * Message-ID: <[log in to unmask]> Date: Wed, 30 Sep 2015 12:02:21 -0400 Reply-To: Brian Keegan <[log in to unmask]> Sender: Social Networks Discussion Forum <[log in to unmask]> From: Brian Keegan <[log in to unmask]> Subject: Call for Workshops for CSCW 2016: 16 October 2015 Deadline Comments: To: bkeegan <[log in to unmask]> --047d7bd6c4b43c147c0520f90e14 Content-Type: text/plain; charset=UTF-8 ***** To join INSNA, visit http://www.insna.org ***** Hello all! The 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2016) will be held from February 27 through March 2 in downtown San Francisco. While the call for papers closed in May, there are still multiple opportunities to participate in CSCW! We specifically invite scholars to submit proposals for half-,one-, or two-day day workshops before the 16 October 2015 11:59pm PDT deadline. http://cscw.acm.org/2016/submit/workshops.php Workshops provide an opportunity to discuss and explore emerging areas of CSCW research with a group of like-minded researchers and practitioners from industry and academia. Workshops may focus on any aspect of CSCW theory or practice, established concerns or new ideas. However, radical new ideas expected to draw a sufficient number of participants are very much encouraged! The goal of a workshop is to share understandings and experiences, to foster research communities, to learn from each other and to envision future directions. For a sample of workshop topics from the last conference, please look at the CSCW 2011 , CSCW 2012 , CSCW 2013 , CSCW 2014 , and CSCW 2015 Workshop Programs. Workshop proposals should consist of an abstract and a detailed proposal. The abstract should be no more than 150 words. The body of the proposal should be no more than 3000 words, and should include a description of the theme(s) of the workshop, the workshop activities and goals, the duration of the workshop (one or two full days), the background of the organizer(s), the maximum number of participants, the means of recruiting and selecting participants, and the equipment and supplies needed to run the workshop. Please note that workshops receive minimal technology support, which is reflected in the low fee for attending them. This means that organizers should plan to bring their own equipment insofar as it is possible to do so (e.g., projector, laptops, portable supplies) and will be responsible for the security of their own equipment. We encourage workshop organizers to create web-based resources for their workshops so that advertising, submission and organization can be handled online. *Important Dates for Workshop Organizers* October 16, 2015 11:59pm PDT: Workshop proposal deadline October 30, 2015: Notification of acceptance November 6, 2015: 150 word Web abstract and workshop link due December 5, 2015: Final camera-ready versions of abstracts due mid-December 2015/mid-January 2016: Workshop submissions due and accepted submissions notified -- see individual workshops (workshop list available after Nov. 6, 2015) for information, deadlines, and updates Feb. 27/28, 2016: Workshops take place at CSCW 2016 *Workshop proposal submission*: [log in to unmask] Questions concerning workshop proposals should be directed to the CSCW 2016 Workshop Co-Chairs via email: [log in to unmask] Workshop proposals should be e-mailed to the Workshop Co-Chairs [log in to unmask] by 11:59pm PDT on Friday October 16, 2015. Submissions will be acknowledged via email. Accepted workshops will need to provide a short description of the workshop for publication on the conference web site containing the workshop title, names and affiliations of organizers, 150-word abstract, workshop web site, and position paper submission or other participation requirements. The due date for the web description and workshop link is November 6, 2015. A final workshop description will be published in the ACM Digital Library and will be distributed to all conference attendees in the Conference Extended Abstracts. This description must be submitted by December 5, 2015 and be formatted in Extended Abstract Format . == Workshops Co-Chairs = Marcos R. S. Borges, Universidade Federal do Rio de Janeiro Madhu Reddy, Northwestern University [log in to unmask] _____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). To unsubscribe, send an email message to [log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. --047d7bd6c4b43c147c0520f90e14 Content-Type: text/html; charset=UTF-8 Content-Transfer-Encoding: quoted-printable ***** To join INSNA, visit http://www.insna.org *****
Hello all!

The 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2016) will be held from February 27 through March 2 in downtown San Francisco. While the call for papers closed in May, there are still multiple opportunities to participate in CSCW!

We specifically invite scholars to submit proposals for half-,one-, or two-day day workshops before the 16 October 2015 11:59pm PDT deadline.


Workshops provide an opportunity to discuss and explore emerging areas of CSCW research with a group of like-minded researchers and practitioners from industry and academia. Workshops may focus on any aspect of CSCW theory or practice, established concerns or new ideas. However, radical new ideas expected to draw a sufficient number of participants are very much encouraged! The goal of a workshop is to share understandings and experiences, to foster research communities, to learn from each other and to envision future directions. For a sample of workshop topics from the last conference, please look at the CSCW 2011, CSCW 2012, CSCW 2013, CSCW 2014, and CSCW 2015 Workshop Programs.

Workshop proposals should consist of an abstract and a detailed proposal. The abstract should be no more than 150 words. The body of the proposal should be no more than 3000 words, and should include a description of the theme(s) of the workshop, the workshop activities and goals, the duration of the workshop (one or two full days), the background of the organizer(s), the maximum number of participants, the means of recruiting and selecting participants, and the equipment and supplies needed to run the workshop.

Please note that workshops receive minimal technology support, which is reflected in the low fee for attending them. This means that organizers should plan to bring their own equipment insofar as it is possible to do so (e.g., projector, laptops, portable supplies) and will be responsible for the security of their own equipment. We encourage workshop organizers to create web-based resources for their workshops so that advertising, submission and organization can be handled online.

Important Dates for Workshop Organizers

October 16, 2015 11:59pm PDT: Workshop proposal deadline
October 30, 2015: Notification of acceptance
November 6, 2015: 150 word Web abstract and workshop link due
December 5, 2015: Final camera-ready versions of abstracts due
mid-December 2015/mid-January 2016: Workshop submissions due and accepted submissions notified -- see individual workshops (workshop list available after Nov. 6, 2015) for information, deadlines, and updates
Feb. 27/28, 2016: Workshops take place at CSCW 2016

Workshop proposal submission: [log in to unmask]

Questions concerning workshop proposals should be directed to the CSCW 2016 Workshop Co-Chairs via email: [log in to unmask]

Workshop proposals should be e-mailed to the Workshop Co-Chairs [log in to unmask] by 11:59pm PDT on Friday October 16, 2015. Submissions will be acknowledged via email.

Accepted workshops will need to provide a short description of the workshop for publication on the conference web site containing the workshop title, names and affiliations of organizers, 150-word abstract, workshop web site, and position paper submission or other participation requirements. The due date for the web description and workshop link is November 6, 2015.

A final workshop description will be published in the ACM Digital Library and will be distributed to all conference attendees in the Conference Extended Abstracts. This description must be submitted by December 5, 2015 and be formatted in Extended Abstract Format.

== Workshops Co-Chairs ==

Marcos R. S. Borges, Universidade Federal do Rio de Janeiro
Madhu Reddy, Northwestern University
[log in to unmask]
_____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). 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(The nodes are people in my research) I am searching for some references (papers and book) which is dealing with the relation between centrality measures and social performance of the nodes in social network. ------------------ Best Regards Mehrdad Kermani PhD Candidate of Industrial Engineering Iran University of Science and Technology _____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). To unsubscribe, send an email message to [log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. ========================================================================Received: by LISTS.UFL.EDU (LISTSERV-TCP/IP release 15.5) with spool id 824029 for [log in to unmask]; Wed, 30 Sep 2015 17:48:00 -0400 Received: from smtp.ufl.edu (smtp-prod02.osg.ufl.edu [128.227.74.218]) by listserv-prod01.osg.ufl.edu (8.13.8/8.13.8/2.3.0) with ESMTP id t8ULm0JK031980 for <[log in to unmask]>; Wed, 30 Sep 2015 17:48:00 -0400 X-UFL-GatorLink-Authenticated: authenticated as () with from 207.46.100.147 Received: from na01-by2-obe.outbound.protection.outlook.com (mail-by2on0147.outbound.protection.outlook.com [207.46.100.147]) by smtp.ufl.edu (8.14.4/8.14.4/3.0.0) with ESMTP id t8ULlxlj008692 (version=TLSv1/SSLv3 cipherS256-SHA256 bits%6 verify=NOT) for <[log in to unmask]>; Wed, 30 Sep 2015 17:48:00 -0400 Received: from DM2PR07MB653.namprd07.prod.outlook.com (10.141.178.145) by DM2PR07MB653.namprd07.prod.outlook.com (10.141.178.145) with Microsoft SMTP Server (TLS) id 15.1.280.20; Wed, 30 Sep 2015 21:47:58 +0000 Received: from DM2PR07MB653.namprd07.prod.outlook.com ([10.141.178.145]) by DM2PR07MB653.namprd07.prod.outlook.com ([10.141.178.145]) with mapi id 15.01.0280.017; Wed, 30 Sep 2015 21:47:58 +0000 Thread-Topic: =?Windows-1252?Q?Job_Announcement_ASU_Childrens/Adolescents_Social_? =?Windows-1252?Q?Networks_?Thread-Index: AdD7yX0M3gJJjw16SM+cfI7zmhEbCw=Accept-Language: en-US Content-Language: en-US X-MS-Has-Attach: X-MS-TNEF-Correlator: x-originating-ip: [71.118.132.105] x-microsoft-exchange-diagnostics: 1;DM2PR07MB653;5:meiv8TyRiOOiEXDwfI+8aIQ7VB/5p1DeUcqQg+zRKRtmUd6ha3nUtFcxAr8caEWTd7GLDQAqBGaSM6q2FDVneBjmdQ+ZhqnOddQbXaz1auSO692a8U1Fas+9s4R6s/mbkDBy9eMyfmmvPwqv3qTCfQ==;24:Oey9kBgvSRSrJlgzDaDq27+WcMzMGPNr2lRnD/A9mzv/wIS1kCLNnz3jq6iesYOxadXa0ZZ1O1NwGTxbu49gxFcSh3cfRHRh9U3byiUfzfc=;20:JynLfvc7vbIE/AZIFN6fo/PfsX0RUVt/rjcLEWNcctooKEX6UwnyblaarPXYmtkDa2PvUo6NOL2RKXF071fr6g=x-microsoft-antispam: UriScan:;BCL:0;PCL:0;RULEID:;SRVR:DM2PR07MB653; x-microsoft-antispam-prvs: <[log in to unmask]> x-exchange-antispam-report-test: UriScan:(108003899814671); x-exchange-antispam-report-cfa-test: BCL:0;PCL:0;RULEID:(601004)(2401047)(5005006)(520078)(8121501046)(3002001);SRVR:DM2PR07MB653;BCL:0;PCL:0;RULEID:;SRVR:DM2PR07MB653; x-forefront-prvs: 071518EF63 x-forefront-antispam-report: SFV:NSPM;SFS:(10019020)(252514010)(189002)(199003)(189998001)(16601075003)(40100003)(107886002)(2351001)(5001830100001)(450100001)(97736004)(81156007)(122556002)(2900100001)(110136002)(90282001)(62966003)(4001540100001)(5003600100002)(10400500002)(5004730100002)(5001860100001)(11100500001)(229853001)(89122001)(2501003)(5002640100001)(5007970100001)(68736005)(102836002)(15975445007)(77096005)(86362001)(87936001)(5001960100002)(2171001)(88552001)(74316001)(101416001)(19625215002)(19580395003)(33656002)(16236675004)(50986999)(77156002)(19300405004)(54356999)(19617315012)(105586002)(92566002)(46102003)(19580405001)(106356001)(66066001)(75432002)(76576001)(64706001)(5008740100001)(99286002);DIR:OUT;SFP:1102;SCL:1;SRVR:DM2PR07MB653;H:DM2PR07MB653.namprd07.prod.outlook.com;FPR:;SPF:None;PTR:InfoNoRecords;MX:1;A:1;LANG:en; received-spf: None (protection.outlook.com: usc.edu does not designate permitted sender hosts) spamdiagnosticoutput: 1:23 spamdiagnosticmetadata: NSPM Content-Type: multipart/alternative; boundary="_000_DM2PR07MB65374980FEB3FA8DDADA504D04D0DM2PR07MB653namprd_" MIME-Version: 1.0 X-OriginatorOrg: usc.edu X-MS-Exchange-CrossTenant-originalarrivaltime: 30 Sep 2015 21:47:57.7220 (UTC) X-MS-Exchange-CrossTenant-fromentityheader: Hosted X-MS-Exchange-CrossTenant-id: 9ddaaca1-389f-4cb1-a113-081be6cc25fc X-MS-Exchange-Transport-CrossTenantHeadersStamped: DM2PR07MB653 X-Proofpoint-Virus-Version: vendor=fsecure engine=2.50.10432:,, definitions 15-09-30_14:,, signatures=0 X-Proofpoint-Spam-Details: rule=notspam policyfault score=0 kscore.is_bulkscore=0 kscore.compositescore=1 compositescore=0.9 suspectscore=0 malwarescore=0 phishscore=0 bulkscore=0 kscore.is_spamscore=0 rbsscore=0.9 spamscore=0 urlsuspectscore=0.9 adultscore=0 classifier=spam adjust=0 reason=mlx scancount=1 engine=8.0.1-1507310000 definitions=main-1509300268 X-Spam-Level: * X-UFL-Spam-Level: * Message-ID: <[log in to unmask]> Date: Wed, 30 Sep 2015 21:47:57 +0000 Reply-To: Thomas William Valente <[log in to unmask]> Sender: Social Networks Discussion Forum <[log in to unmask]> From: Thomas William Valente <[log in to unmask]> Subject: Job Announcement ASU Children=?Windows-1252?Q?s/Adolescents_?= Social Networks --_000_DM2PR07MB65374980FEB3FA8DDADA504D04D0DM2PR07MB653namprd_ Content-Type: text/plain; charset="Windows-1252" Content-Transfer-Encoding: quoted-printable ***** To join INSNA, visit http://www.insna.org ***** Assistant Professor with Expertise in Childrens/Adolescents Social Networks The Sanford School of Social and Family Dynamics, an interdisciplinary unit at Arizona State University (http://thesanfordschool.org), invites applications for a full-time, tenure-track Assistant Professor position with expertise in Childrens/Adolescents Social Networks to begin Fall of 2016 (job number 11312). The successful candidate will be expected to deliver instruction consistent with the mission of the unit, conduct quality publishable research, and advance the unit, institution, and profession through engaged service. For this position, successful candidates must have a PhD or equivalent in human/family development, psychology, sociology, or a related area by the time of appointment and an accomplished record of publications relevant to the longitudinal analysis of childrens/adolescents social networks. Candidates research must show evidence of contributing to both developmental science and social network methodology. Candidates must also have demonstrated excellence in teaching. Preference will be given to candidates with demonstrated ability to mentor graduate students and to teach social network analysis at the graduate level. Preference will also be given to those whose work shows potential for successful external funding. Complete applications will be reviewed beginning NOVEMBER 13, 2015, and every week thereafter until the position is filled. Electronic submission of materials is required. Electronically send a letter of application describing your research and teaching interests, curriculum vitae, three letters of recommendation, and two samples of written work to Dr. Marilyn Thompson at [log in to unmask]. A background check is required for employment. Arizona State University is a VEVRAA Federal Contractor and an Equal Opportunity/Affirmative Action Employer. All qualified applicants will be considered without regard to race, color, sex, religion, national origin, disability, protected veteran status, or any other basis protected by law. https://www.asu.edu/aad/manuals/acd/acd401.html https://www.asu.edu/titleIX ________________________________ Thomas W. Valente, PhD Professor, Institute for Prevention Research Department of Preventive Medicine Keck School of Medicine University of Southern California Email: [log in to unmask] Mobile: (310) 977-4123 _____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). To unsubscribe, send an email message to [log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. --_000_DM2PR07MB65374980FEB3FA8DDADA504D04D0DM2PR07MB653namprd_ Content-Type: text/html; charset="Windows-1252" Content-Transfer-Encoding: quoted-printable ***** To join INSNA, visit http://www.insna.org *****

Assistant Professor with Expertise in Childrens/Adolescents Social Networks 

The Sanford School of Social and Family Dynamics, an interdisciplinary unit at Arizona State University (http://thesanfordschool.org), invites applications for a full-time, tenure-track Assistant Professor position with expertise in Childrens/Adolescents Social Networks to begin Fall of 2016 (job number 11312). The successful candidate will be expected to deliver instruction consistent with the mission of the unit, conduct quality publishable research, and advance the unit, institution, and profession through engaged service. For this position, successful candidates must have a PhD or equivalent in human/family development, psychology, sociology, or a related area by the time of appointment and an accomplished record of publications relevant to the longitudinal analysis of childrens/adolescents social networks. Candidates research must show evidence of contributing to both developmental science and social network methodology. Candidates must also have demonstrated excellence in teaching. Preference will be given to candidates with demonstrated ability to mentor graduate students and to teach social network analysis at the graduate level. Preference will also be given to those whose work shows potential for successful external funding. 

Complete applications will be reviewed beginning NOVEMBER 13, 2015, and every week thereafter until the position is filled. Electronic submission of materials is required. Electronically send a letter of application describing your research and teaching interests, curriculum vitae, three letters of recommendation, and two samples of written work to Dr. Marilyn Thompson at [log in to unmask]. A background check is required for employment. 

Arizona State University is a VEVRAA Federal Contractor and an Equal Opportunity/Affirmative Action Employer. All qualified applicants will be considered without regard to race, color, sex, religion, national origin, disability, protected veteran status, or any other basis protected by law. https://www.asu.edu/aad/manuals/acd/acd401.html https://www.asu.edu/titleIX 


 

Thomas W. Valente, PhD

Professor, Institute for Prevention Research

Department of Preventive Medicine

Keck School of Medicine

University of Southern California

Email: [log in to unmask]

Mobile: (310) 977-4123

 

_____________________________________________________________________ SOCNET is a service of INSNA, the professional association for social network researchers (http://www.insna.org). To unsubscribe, send an email message to [log in to unmask] containing the line UNSUBSCRIBE SOCNET in the body of the message. --_000_DM2PR07MB65374980FEB3FA8DDADA504D04D0DM2PR07MB653namprd_--