Dynamic Competition Networks: Detecting Alliances and Leaders

Bonato, Anthony; Eikmeier, Nicole; Gleich, David F.; Malik, Rehan

doi:10.1007/978-3-319-92871-5_9

Anthony Bonato¹⁶,
Nicole Eikmeier¹⁷,
David F. Gleich¹⁷ &
…
Rehan Malik¹⁶

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 10836))

Included in the following conference series:

International Workshop on Algorithms and Models for the Web-Graph

639 Accesses
4 Citations

Abstract

We consider social networks of competing agents that evolve dynamically over time. Such dynamic competition networks are directed, where a directed edge from nodes u to v corresponds a negative social interaction. We present a novel hypothesis that serves as a predictive tool to uncover alliances and leaders within dynamic competition networks. Our focus is in the present study is to validate it on competitive networks arising from social game shows such as Survivor and Big Brother.

Research supported by grants from NSERC, Ryerson University, NSF CCF-1149756, IIS-1546488, NSF Center for Science of Information, CCF-0939370, DARPA SIMPLEX.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Subscribe and save

Springer+ Basic

$34.99 /Month

Get 10 units per month
Download Article/Chapter or eBook
1 Unit = 1 Article or 1 Chapter
Cancel anytime

Subscribe now

Buy Now

Chapter: USD 29.95; Price excludes VAT (USA)

eBook: USD 39.99; Price excludes VAT (USA)

Softcover Book: USD 54.99; Price excludes VAT (USA)

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Centrality in Dynamic Competition Networks

Cooperation and Coopetition in SME Networks: A Bibliometric Study

Asocial balance—how your friends determine your enemies: understanding the co-evolution of friendship and enmity interactions in a virtual world

Article Open access 22 December 2017

References

Bastian, M., Heymann, S., Jacomy, M.: Gephi: an open source software for exploring and manipulating networks. In: Proceedings of the International AAAI Conference on Weblogs and Social Media (2009)
Google Scholar
Big Brother Wiki. http://bigbrother.wikia.com/wiki/Big_Brother_Wiki
Boginski, V., Butenko, S., Pardalos, P.M.: On structural properties of the market graph. In: Nagurney, A. (ed.) Innovation in Financial and Economic Networks, pp. 29–45. Edward Elgar Publishers (2003)
Google Scholar
Bonato, A.: A Course on the Web Graph. American Mathematical Society Graduate Studies Series in Mathematics, Providence, Rhode Island (2008)
Google Scholar
Bonato, A., Gleich, D.F., Kim, M., Mitsche, D., Pralat, P., Tian, A., Young, S.J.: Dimensionality matching of social networks using motifs and eigenvalues. PLOS ONE 9(9), e106052 (2014)
Article Google Scholar
Bonato, A., Hadi, N., Prałat, P., Wang, C.: Dynamic models of on-line social networks. In: Proceedings of WAW 2009 (2009)
Google Scholar
Bonato, A., Hadi, N., Horn, P., Prałat, P., Wang, C.: Models of on-line social networks. Internet Math. 6, 285–313 (2011)
Article Google Scholar
Bonato, A., Tian, A.: Complex networks and social networks. In: Kranakis, E. (ed.) Advances in Network Analysis and its Applications. MATHINDUSTRY, vol. 18, pp. 269–286. Springer, Berlin (2012). https://doi.org/10.1007/978-3-642-30904-5_12
Chapter Google Scholar
Brandes, U., Erlebach, T. (eds.): Network Analysis. LNCS, vol. 3418. Springer, Heidelberg (2005). https://doi.org/10.1007/b106453
Book MATH Google Scholar
Easley, D., Kleinberg, J.: Networks, Crowds, and Markets Reasoning about a Highly Connected World. Cambridge University Press, Cambridge (2010)
Book Google Scholar
Gleich, D.F.: PageRank beyond the Web. SIAM Rev. 57(3), 321–363 (2015)
Article MathSciNet Google Scholar
Gower, J.C., Warrens, M.J.: Similarity, Dissimilarity, and Distance, Measures of. Wiley StatsRef: Statistics Reference Online (2006)
Google Scholar
Guo, W., Lu, X., Donate, G.M., Johnson, S.: The spatial ecology of war and peace. Preprint (2018)
Google Scholar
Heider, F.: The Psychology of Interpersonal Relations. Wiley, New York (1958)
Book Google Scholar
Langville, A.N., Meyer, C.D.: Who’s #1? The Science of Rating and Ranking. Princeton University Press, Princeton (2012)
MATH Google Scholar
Leskovec, J., Huttenlocher, D., Kleinberg, J.: Predicting positive and negative links in online social networks. In: Proceedings of the 19th International Conference on World Wide Web (WWW 2010) (2010)
Google Scholar
McPherson, J.M., Ranger-Moore, J.R.: Evolution on a dancing landscape: organizations and networks in dynamic Blau space. Soc. Forces 70, 19–42 (1991)
Article Google Scholar
Survivor Wiki. http://survivor.wikia.com/wiki/Main_Page
Tang, J., Chang, S., Aggarwal, C., Liu, H.: Negative link prediction in social media. In: Proceedings of the Eighth ACM International Conference on Web Search and Data Mining (WSDM 2015) (2015)
Google Scholar
West, D.B.: Introduction to Graph Theory, 2nd edn. Prentice Hall, Upper Saddle River (2001)
Google Scholar
Yang, S.-H., Smola, A.J., Long, B., Zha, H., Chang, Y.: Friend or frenemy? predicting signed ties in social networks. In: Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012) (2012)
Google Scholar

Download references

Author information

Authors and Affiliations

Ryerson University, Toronto, Canada
Anthony Bonato & Rehan Malik
Purdue University, Lafayette, USA
Nicole Eikmeier & David F. Gleich

Authors

Anthony Bonato
View author publications
You can also search for this author in PubMed Google Scholar
Nicole Eikmeier
View author publications
You can also search for this author in PubMed Google Scholar
David F. Gleich
View author publications
You can also search for this author in PubMed Google Scholar
Rehan Malik
View author publications
You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Anthony Bonato .

Editor information

Editors and Affiliations

Department of Mathematics, Ryerson University, Toronto, Ontario, Canada
Anthony Bonato
Department of Mathematics, Ryerson University, Toronto, Ontario, Canada
Paweł Prałat
Department of Discrete Mathematics, Moscow Institute of Physics and Technology, Dolgoprudny, Russia
Andrei Raigorodskii

A Appendix

Complete data from all U.S. Seasons of Survivor and Big Brother may be found in the document:

http://www.math.ryerson.ca/~abonato/papers/SurvivorBB_Data_BEGM.

We include this data below for convenience. The data from five of these seasons (Survivor: Borneo, China, Game Changers, HHH, and Big Brother 12) is discussed in detail in the body of the paper. We provide the remaining data to further support the DCH and for transparency.

All data was gathered from the Survivor and Big Brother Wiki pages [2, 18]. Within the wiki, each season has a dedicated page (for example http://survivor.wikia.com/wiki/Survivor:_Millennials_vs._Gen_X) with a table of voting history, which was used to construct the directed networks. Each player of the game is a vertex of the network, with a directed edge added from vertex A to vertex B if player A voted against player B. If player A voted against player B n times, then the edge has a weight of n. We scraped voting history tables using simple python code, and further did the analysis in python.

Appendix A.1 gives a table for each season with the following metrics, which are discussed thoroughly in Sect. 2:

1.
In-degree;
2.
Out-degree;
3.
Closeness;
4.
CON Score.

Contestants are listed in the order which they were voted out, where the player on top of the table remained in the game the longest.

Appendix A.2 gives the edge density for every Alliance in each season, as well as the edge density of the full graph for comparison. Information on edge density can be found in Sect. 2.

1.1 A.1 Complete Network Metrics

1.2 A.2 Complete Alliances Data

Season	Winner	Finalists	Alliances	ED	Full ED
Africa	Ethan	Kim J.	Older Samburu: Frank, Teresa, Linda, Carl	0.167	0.85
			Boran: Lex, Ethan, Kim J., Tom, Kelly	1.0
			Younger Samburu: Silas, Kim P., Brandon, Lindsey	0.167
All-Stars	Amber	Rob M.	Chapera: Rob M., Amber, Jenna L., Rupert, Tom, Alicia	1.067	0.581
All-Stars	Amber	Rob M.	Mogo Mogo: Lex, Shii Ann, Kathy, Jerri	0.667	0.581
Blood vs. Water	Tyson	Monica, Gervase	Singles: Tyson, Monica, Gervase, Ciera, Hayden, Caleb	1.667	0.747
			Five Guys: Hayden, Brad, John, Caleb, Vytas	0.9
			Galang: Tina, Aras, Tyson, Monica, Gervase	1.3
Borneo	Richard	Kelly	Barbecue: Colleen, Jenna, Gervase	1.667	0.783
Borneo	Richard	Kelly	Tagi: Richard, Rudy, Susan, Kelly	1.5	0.783
Cagayan	Tony	Woo	Solana: Trish, Jefra, LJ, Tony, Woo	0.7	0.647
Cagayan	Tony	Woo	Aparri: Spencer, Tasha, Jeremiah, Morgan, Sarah, Kass	0.533	0.647
Cambodia	Jeremy	Spencer, Tasha	Bayon: Jeremy, Tasha, Stephen, Andrew, Keith, Joe, Kimmi	0.905	0.705
Cambodia	Jeremy	Spencer, Tasha	Witches’ Coven: Kelley, Abi-Maria, Ciera, Kass	0.167	0.705
Caramoan	Cochran	Dawn, Sherri	Stealth R Us: Cochran, Dawn, Phillip, Andrea, Malcolm, Corinne	0.8	0.742
			Gota: Sherri, Julia, Shamar, Laura, Michael, Matt	0.667
			Cool Kids: Eddie, Reynold, Hope, Allie	0.0
China	Todd	Courtney, Amanda	Fei Long: Todd, Courtney, Amanda, Aaron, Denise, James, Frosti	0.667	0.75
China	Todd	Courtney, Amanda	Zhan Hu: Peih-Gee, Erik, Jaime	0.0	0.75
Cook Islands	Yul	Ozzy, Becky	Aitu Four: Yul, Ozzy, Becky, Sundra	1.0	0.611
Cook Islands	Yul	Ozzy, Becky	Raro: Adam, Parvati, Candice, Nate, Jonathan	0.9	0.611
Fiji	Earl	Cassandra, Dreamz	Four Horsemen: Alex, Mookie, Edgardo, Dreamz	0.667	0.66
Fiji	Earl	Cassandra, Dreamz	Syndicate: Earl, Cassandra, Michelle, Yau-Man	0.667	0.66

Season	Winner	Finalists	Alliances	ED	Full ED
Gabon	Bob	Susie, Sugar	Onion: Bob, Corinne, Randy, Charlie, Marcus, Jacquie, Susie	0.476	0.667
Gabon	Bob	Susie, Sugar	Fang: Ken, Crystal, Kelly, G.C., Susie, Sugar, Matty	1.095	0.667
Game Changers	Sarah	Brad, Troyzan	Power Six: Sarah, Brad, Troyzan, Sierra, Debbie, Tai	0.933	0.737
Game Changers	Sarah	Brad, Troyzan	Tavua: Aubry, Cirie, Michaela, Ozzy, Andrea, Zeke, Sarah	1.238	0.737
Guatemala	Danni	Stephenie	Nakum: Stephenie, Rafe, Lydia, Cindy, Judd, Jamie	1.067	0.712
Guatemala	Danni	Stephenie	Yaxha: Danni, Bobby Jon, Brandon, Blake	0.333	0.712
Heroes vs. Healers vs. Hustlers	Ben	Chrissy, Ryan	Healers: Joe, Desi, Jessica, Cole, Mike	0.6	0.706
			The Round Table: Chrissy, Ryan, Devon, JP, Ben, Ashley, Lauren	0.905
			Final Four: Ashley, Lauren, Ben, Devon	1.333
Heroes vs. Villains	Sandra	Parvati, Russell	Heroes: Rupert, Amanda, J.T., Cirie, James, Candice	0.533	0.679
			Rob’s Villains: Sandra, Courtney, Rob, Tyson, Jerri, Coach	0.667
			Russell’s Villains: Parvati, Russell, Jerri, Danielle	1.0
KR	Michele	Aubry, Tai	Gondol: Jason, Julia, Scot, Tai	1.0	0.625
KR	Michele	Aubry, Tai	Dara Women: Michele, Aubry, Joe, Cydney, Julia, Debbie	0.8	0.625
Marquesas	Vecepia	Neleh	Maraamu: Rob, Vecepia, Sean, Rob, Sarah	0.3	0.733
			Rotu Four: John, Robert, Tammy, Zoe	0.667
			Outsiders: Kathy, Vecepia, Neleh, Paschal, Sean	1.0
Micronesia	Parvati	Amanda	Black Widow Brigade: Parvati, Amanda, Cirie, Natalie, Alexis	1.0	0.563
			Malakal Couples: James, Ozzy, Parvati, Amanda, Cirie	0.5
			Older Airai: Tracy, Kathy, Chet	0.0
Millennials vs. Gen X	Adam	Hannah, Ken	Triforce: Jay, Will, Taylor, Michelle, Figgy, Michaela	0.267	0.768
			David’s Vinaka: Hannah, Ken, Jessica, David, Adam	0.6
			Zeke’s Vinaka: Bret, Jay, Sunday, Zeke, Will	0.7
			Takali: Bret, Sunday, Chris, Lucy, Paul, Jessica	0.733
Nicaragua	Fabio	Chase, Sash	Final Four: Chase, Sash, NaOnka, Holly, Jane	0.7	0.674
			La Flor: Kelly S., Brenda, Chase, Sash, NaOnka	0.4
			Espada: Dan, Marty, Jill	0.0
One World	Kim	Sabrina, Chelsea	Misfit: Leif, Jonas, Colton, Tarzan, Troyzan	0.3	0.765
			Muscle: Michael, Matt, Jay, Bill	1.0
			Salani: Kim, Sabrina, Chelsea, Alicia, Kat	0.9
Palau	Tom	Katie	Koror: Tom, Katie, Ian, Jenn, Gregg	1.0	0.588

Season	Winner	Finalists	Alliances	ED	Full ED
Panama	Aras	Danielle	La Mina: Terry, Austin, Nick, Dan	0.667	0.65
Panama	Aras	Danielle	Casaya: Shane, Courtney, Bruce, Aras, Danielle, Cirie	1.067	0.65
Pearl Islands	Sandra	Lillian	Morgan: Andrew, Ryan O., Osten, Darrah, Tijuana	0.2	0.8
			Drake: Rupert, Sandra, Christa, Jon, Trish	0.8
			Outcast: Burton, Jon, Tijuana, Lillian, Darrah	1.9
Philippines	Denise	Lisa, Michael	Matsing: Denise, Malcolm, Angie	1.333	0.654
			Kalabaw: Carter, Jonathan, Jeff	0.0
			Fulcrum: Michael, Lisa, R.C	0.0
			Tandang: Abi-Maria, Pete, Artis, R.C., Lisa, Michael	0.533
Redemption Island	Rob	Philip, Natalie	Zapatera Six: Mike, Ralph, Steve, Julie, David, Sarita	0.467	0.895
			Stealth R Us: Rob, Phillip, Natalie, Ashley, Andrea, Matthew, Grant	1.571
			Russell’s Zapatera: Stephanie, Krista, Russell	0.0
Samoa	Natalie	Russell H., Mick	Galu: Brett, Monica, Dave, Laura, Kelly, Shambo, John	0.667	0.663
Samoa	Natalie	Russell H., Mick	Foa Foa Four: Natalie, Russell H., Mick, Jaison	0.667	0.663
San Juan del Sur	Natalie	Jaclyn, Missy	Fab Five: Missy, Baylor, Jaclyn, Jon, Natalie	1.2	0.752
San Juan del Sur	Natalie	Jaclyn, Missy	Coyopa Guys: Alec, Wes, Josh, Dale, John	0.3	0.752
South Pacific	Sophie	Coach, Albert	The Family: Sophie, Coach, Albert, Rick, Brandon, Edna	1.2	0.922
South Pacific	Sophie	Coach, Albert	Savaii: Ozzy, Whitney, Dawn, Keith, Jim, Elyse, Cochran	1.143	0.922
Thailand	Brian	Clay	Sook Jai: Jake, Penny, Ken, Erin, Shii Ann	1.0	0.683
Thailand	Brian	Clay	Chuay Gahn Five: Brian, Clay, Jan, Helen, Ted	1.2	0.683
The Amazon	Jenna	Matthew	Tambaqui: Roger, Matthew, Rob, Butch, Dave, Alex	1.133	0.767
The Amazon	Jenna	Matthew	Jaburu: Jenna, Heidi, Alex, Deena, Shawna, Rob, Matthew	1.048	0.767
The Australian Outback	Tina	Colby	Ogakor: Amber, Jerri, Tina, Colby, Keith	1.0	0.825
The Australian Outback	Tina	Colby	Kucha: Elisabeth, Rodger, Nick, Alicia, Jeff	0.0	0.825
Tocantins	J.T.	Stephen	Exile: Sierra, Brendan, Stephen, Taj	0.667	0.675
			Timbira: Coach, Tyson, Debbie	0.333
			Jalapao Three: J.T., Stephen, Taj	0.667
Vanuatu	Chris	Twila	Yasur: Ami, Leann, Lisa, Twila, Scout, Eliza	1.2	0.719
			Final Four: Chris, Twila, Scout, Eliza	1.333
			Fat Five: Chris, Chad, Lea, Rory, Travis	0.3
Worlds Apart	Mike	Carolyn, Will	Escameca: Rodney, Dan, Kelly, Mike, Sierra	1.0	0.739
Worlds Apart	Mike	Carolyn, Will	Nagarote: Jenn, Joe, Hali, Will	1.0	0.739

Season	Winner	Finalists	Alliances	ED	Full ED
10	Dan	Memphis	The Renegades: Dan, Memphis	0.0	0.718
10	Dan	Memphis	The Coven: Keesha, Libra, April	0.667	0.718
12	Hayden	Lane	The Brigade: Enzo, Hayden, Lane, Matt	0.5	0.718
13	Rachel	Porsche	The Regulators: Dominic, Keith, Cassi, Lawon	0.5	0.821
			Newbies: Adam, Porsche, Kalia, Shelly, Lawon, Dominic, Cassi, Keith	0.786
			Veterans: Daniele, Dick, Jordan, Rachel, Jeff, Brendon	0.467
14	Ian	Dan	Silent Six: Britney, Danielle, Dan, Frank, Mike, Shane	0.8	0.581
			Team Toche: Britney, Shane, Danielle, Dan	0.667
			The Quack Pack: Britney, Danielle, Dan, Ian, Shane	0.6
			Chilltown 2.0: Mike, Frank	0.0
15	Andy	GinaMarie	Tenexas: Judd, Jessie	1.0	0.767
			Exterminators: GinaMarie, Andy, Judd, Spencer	0.667
			Young Grasshoppers: GinaMarie, Howard, Andy, Kaitlin, Spencer, Judd	0.733
			The Moving Company: Nick, McCrae, Spencer, Jeremy, Howard	0.6
			3 A.M.: Aaryn, Amanda, Andy, McCrae	0.5
			The Blonde-Tourage: David, Aaryn, Kaitlin, Jeremy, GinaMarie, Jessie	0.4
			The Goof Troupe: Amanda, Andy, McCrae, Judd	1.167
			The Mom Squad: Elissa, Helen	0.0

Season	Winner	Finalists	Alliances	ED	Full ED
16	Derrick	Cody	The Detonators: Christine, Cody, Derrick, Frankie, Zach	0.6	0.808
			The Crazy 8’s: Amber, Cody, Devin, Donny, Frankie, Joey, Nicole, Paola	0.929
			El Cuatro: Amber, Joey, Nicole, Paola	0.833
			Team America: Derrick, Donny, Frankie, Joey	1.0
			The Bomb Squad: Amber, Caleb, Christine, Cody, Derrick, Devin, Frankie, Hayden, Zach	0.722
			Los Tres Amigos: Cody, Derrick, Zach	0.333
			The Hitmen: Cody, Derrick	0.0
			Zankie: Frankie, Zach	0.0
			The Rationale: Cody, Derrick, Hayden, Nicole	1.0
			The Double D’s: Donny, Devin	1.0
			The Weirdos: Christine, Hayden, Nicole	0.667
17	Steve	Liz	Clelli: Clay, Shelli	0.0	0.765
			ShellTown: Jace, Austin	1.0
			Team JJ: Jackie, Jeff	0.0
			Students of Sound: Steve, Vanessa	1.0
			Three’s Company: Clay, Shelli, Vanessa	0.333
			The Goblins: James, Jackie, Meg, Audrey, DaVonne, Jason, Jeff	0.667
			The Sixth Sense: Clay, Austin, Julia, Liz, Shelli, Vanessa	0.667
			Jecky: Becky, John	0.0
			Austwins: Austin, Julia, Liz, Jace	0.5
			Scamper Squad: Vanessa, Liz, Steve, Austin, Julia	0.5
			Rockstars: John, Steve	0.0
18	Nicole	Paul	The Revolution: Paul, Jozea, Victor	0.0	0.819
			Team PP: Paulie, Paul	2.0
			Nicorey: Corey, Nicole	0.0
			Zaulie: Paulie, Zakiyah	0.0
			Spy Girls: Natalie, Bronte, Bridgette	0.0
			Fatal Five: DaVonne, Michelle, Nicole, Tiffany, Zakiyah	0.6
			Final Four: Corey, Nicole, Paul, Victor	0.833
			8-Pack: Nicole, James, DaVonne, Frank, Tiffany, Corey, Michelle, Zakiyah	0.75
			Jatalie: James, Natalie	0.0
			The Executives: Corey, James, Paul, Paulie, Victor	1.2
			The Sitting Ducks: Paul, Victor	0.0
19	Josh	Pau	The Team: Christmas, Cody, Dominique, Elena, Jessica, Mark, Matt, Paul, Raven	1.028	0.824
			Marlena: Elena, Mark	0.0
			Jody: Cody, Jessica	0.0
			The Misfits: Christmas, Josh, Paul	1.0
			Whistlenut and Ole: Alex, Jason, Paul	1.0
2	Will	Nicole	Chilltown: Mike, Will, Shannon	0.333	0.691
2	Will	Nicole	TOP (The Other People): Bunky, Kent, Nicole, Hardy, Monica, Autumn	0.733	0.691

Season	Winner	Finalists	Alliances	ED	Full ED
3	Lisa	Danielle	Danielle and Jason: Danielle, Jason	0.0	0.803
			Chiara and Roddy: Chiara, Roddy	0.0
			Cartel: Lisa, Chiara, Tonya, Roddy, Eric, Josh	0.667
			Original Six: Josh, Roddy, Lisa, Chiara, Eric, Gerry	0.933
			Eric and Lisa: Eric, Lisa	0.0
4	Jun	Alison	Three Stooges: Jee, Justin, Robert	0.333	0.697
			Girl Power: Alison, Erika, Jun	0.333
			Elite Eight: Alison, Dana, David, Erika, Jack, Jun, Nathan, Scott	0.464
5	Drew	Michael	Four Horsemen: Drew, Jase, Michael, Scott	0.167	0.692
5	Drew	Michael	Pinky Swear: Adria, Diane, Karen, Natalie, Nakomis, Will	0.667	0.692
6	Ivette	Maggie	Sovereign Six: Janelle, Howie, Kaysar, James	1.333	0.813
6	Ivette	Maggie	The Friendship: Ivette, Maggie, Eric, Beau, Jennifer, April	0.667	0.813
8	Dick	Daniele	Mrs. Robinson: Zach, Kail, Nick, Mike	0.5	0.736
8	Dick	Daniele	Late Night Crew: Amber, Daniele, Dick, Dustin, Eric, Jameka, Jessica	0.619	0.736
9	Adam	Ryan	Team Christ: Adam, Ryan, Sheila, Natalie	1.333	0.724
All-Stars	Mike	Erika	Sovereign Six: Janelle, Howie, Kaysar, James	0.5	0.725
			Chilltown: Mike, Will	0.0
			Mr. and Mrs. Smith: Diane, Jase	1.0
			The Legion of Doom: Danielle, James, Mike, Will	0.5
Over The Top	Morgan	Jason, Kryssie	OTT Jamboree: Jason, Justin, Kryssie, Scott, Shelby	0.6	0.603
			Boys Alliance: Cornbread, Monte, Scott, Shane	0.667
			The Ballsmashers: Alex, Morgan, Shelby, Whitney	0.0
			Late Night Jamboree: Danielle, Jason, Justin, Kryssie, Shane	0.6
			The Southerners: Alex, Monte, Morgan, Shane, Whitney	0.4
			The Jackolanterns: Jason, Kryssie, Neeley	0.333
			Shonte: Monte, Shane	1.0
			Shanielle: Danielle, Shane	0.0
			Monte and His Pythons: Alex, Monte, Morgan, Shelby, Whitney	0.0
			Krason: Jason, Kryssie	1.0
			Sisters: Alex, Morgan	0.0
			Team Longshot: Morgan, Shelby	0.0

Rights and permissions

Reprints and permissions

Copyright information

About this paper

Cite this paper

Bonato, A., Eikmeier, N., Gleich, D.F., Malik, R. (2018). Dynamic Competition Networks: Detecting Alliances and Leaders. In: Bonato, A., Prałat, P., Raigorodskii, A. (eds) Algorithms and Models for the Web Graph. WAW 2018. Lecture Notes in Computer Science(), vol 10836. Springer, Cham. https://doi.org/10.1007/978-3-319-92871-5_9

Download citation

DOI: https://doi.org/10.1007/978-3-319-92871-5_9
Published: 30 May 2018
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-92870-8
Online ISBN: 978-3-319-92871-5
eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics