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Full-Text Articles in Entire DC Network
Hot Topics In Higher Education, Robert W. Hill Ed.D., Will Austin
Hot Topics In Higher Education, Robert W. Hill Ed.D., Will Austin
Faculty Presentations
This session will offer attendees the opportunity to explore the current issues and areas of potential research for both public and private higher education settings. The two facilitators will identify the larger salient “hot topics” in the news affecting colleges and universities in 2016. Multiple strategies for then selecting an applied research problem and investigating it will be explored. Finally, strategies for then establishing a research agenda to pursue while in graduate school, will also be reviewed.
Families Healing Together: Exploring A Family Recovery Online Course, Samantha Estrada
Families Healing Together: Exploring A Family Recovery Online Course, Samantha Estrada
The Qualitative Report
Family members who are trying to support their loved one are often overburdened with stress, and health issues. Research has shown that families who receive family psychosocial education and support can have a dramatic impact on recovery outcomes and their family’s overall well-being. Family psychoeducation is not common. Families Healing Together (FHT) is an online family mental health recovery program that was developed to address this critical gap in family mental health care services. Using an exploratory case study methodology to understand how the program’s philosophy and practice impacts the program’s participants as well as how the participants perceive the …
Beach Nourishment: Effects On The Hatching & Emergence Success Rates Of Leatherback (Dermochelys Coriacea), Loggerhead (Caretta Caretta), And Green (Chelonia Mydas) Sea Turtles, Jenna Caderas
HCNSO Student Theses and Dissertations
Broward County, Florida is a popular tourism destination. Due to its popularity, much of the shoreline has been modified and natural habitats were replaced with infrastructure such as houses, condominiums, resorts, and restaurants. The same Broward County beaches utilized by tourists and residents are important for three species of nesting sea turtles, including the Leatherback, Dermochelys coriacea, Loggerhead, Caretta caretta, and Green, Chelonia mydas, Turtles. The Broward County Sea Turtle Conservation Program (BCSTCP) collects yearly data in order to study these endangered reptiles. Increased anthropogenic effects including further coastal development (public & private), public beach events, public beach access, as …
Establishing An Ecological Baseline Of Macroinfaunal Assemblages In Nearshore Sediments Of Southeast Florida, Candace Grimes
Establishing An Ecological Baseline Of Macroinfaunal Assemblages In Nearshore Sediments Of Southeast Florida, Candace Grimes
HCNSO Student Theses and Dissertations
Changes in the biosphere require ecological baselines in order to compare past, present, and future conditions and identify their effects. Establishing ecological baselines for infauna in southeastern Florida is a key component to understanding effects of current and future disturbances; however, nearshore sediment infaunal communities are neither as thoroughly investigated nor as well understood as, for example, coral reefs, seagrass beds, and mangroves. Baseline studies help assess and monitor changes due, for example, to human population growth, sea level change, and global warming. Therefore, six benthic cores were collected quarterly from six locations from May 2015 to February 2016 using …
Extant Crinoidea (Echinodermata) Of Singapore, Charles Messing, Teresa S. Tay
Extant Crinoidea (Echinodermata) Of Singapore, Charles Messing, Teresa S. Tay
Marine & Environmental Sciences Faculty Articles
The crinoid fauna of Singaporean waters now includes approximately 39 nominal species belonging to six families, all in Order Comatulida. Seventeen of the 22 species collected during the Singapore Strait Biodiversity Workshop (May-June 2013) were previously known from the area. Of the remaining five, Cenometra bella (Colobometridae) is definitely a new record for Singapore, while the taxonomic status of the other four is uncertain. Seventeen additional species, collected almost entirely in the nineteenth and early twentieth centuries, were not represented in the 2013 survey.
2016 Abraham S. Fischler College Of Education, Nova Southeastern University
2016 Abraham S. Fischler College Of Education, Nova Southeastern University
NSU Commencement Programs
No abstract provided.
Diversity, Structure And Convergent Evolution Of The Global Sponge Microbiome, Torsten Thomas, Lucas Moitinho-Silva, Miguel Lurgi, Johannes R. Bjork, Cole Easson, Carmen Astudillo-Garcia, Julie B. Olson, Patrick M. Erwin, Susanna Lopez-Legentil, Heidi Luter, Andia Chaves Fonnegra, Rodrigo Costa, Peter J. Schupp, Laura Steindler, Dirk Erpenbeck, Jack Gilbert, Rob Knight, Gail Ackermann, Jose V. Lopez, Michael W. Taylor, Robert W. Thacker, Jose M. Montoya, Ute Hentschel, Nicole S. Webster
Diversity, Structure And Convergent Evolution Of The Global Sponge Microbiome, Torsten Thomas, Lucas Moitinho-Silva, Miguel Lurgi, Johannes R. Bjork, Cole Easson, Carmen Astudillo-Garcia, Julie B. Olson, Patrick M. Erwin, Susanna Lopez-Legentil, Heidi Luter, Andia Chaves Fonnegra, Rodrigo Costa, Peter J. Schupp, Laura Steindler, Dirk Erpenbeck, Jack Gilbert, Rob Knight, Gail Ackermann, Jose V. Lopez, Michael W. Taylor, Robert W. Thacker, Jose M. Montoya, Ute Hentschel, Nicole S. Webster
Marine & Environmental Sciences Faculty Articles
Sponges (phylum Porifera) are early-diverging metazoa renowned for establishing complex microbial symbioses. Here we present a global Porifera microbiome survey, set out to establish the ecological and evolutionary drivers of these host–microbe interactions.We show that sponges are a reservoir of exceptional microbial diversity and major contributors to the total microbial diversity of the world’s oceans. Little commonality in species composition or structure is evident across the phylum, although symbiont communities are characterized by specialists and generalists rather than opportunists. Core sponge microbiomes are stable and characterized by generalist symbionts exhibiting amensal and/or commensal interactions. Symbionts that are phylogenetically unique to …
The Construct Definition Of An English Language Teachers’ Content Knowledge, Reza Khani, Anna Hajizadeh
The Construct Definition Of An English Language Teachers’ Content Knowledge, Reza Khani, Anna Hajizadeh
The Qualitative Report
Regardless of the increasing emphasis on the importance of language teachers’ content knowledge, there is a lack of consensus regarding its constituents. To this end, a panel of experts and non-experts were requested to express their opinions regarding the constructs of content knowledge (CK) in the format of an open-ended written questionnaire. The findings indicate that teachers’ CK includes eleven categories: teaching skills, structures, method and approaches, curriculum, language acquisition theories, classroom context, language testing theories, learner related knowledge, ELT research methods, and teacher related knowledge. The findings can help training educated teachers to be familiar with various aspects of …
Surface Dynamics Of Crude And Weathered Oil In The Presence Of Dispersants: Laboratory Experiment And Numerical Simulation, Alexander Soloviev, Brian K. Haus, Michael G. Mcgauley, Cayla Whitney Dean, David G. Ortiz-Suslow, Nathan J. M. Laxague, Tamay M. Ozgokmen
Surface Dynamics Of Crude And Weathered Oil In The Presence Of Dispersants: Laboratory Experiment And Numerical Simulation, Alexander Soloviev, Brian K. Haus, Michael G. Mcgauley, Cayla Whitney Dean, David G. Ortiz-Suslow, Nathan J. M. Laxague, Tamay M. Ozgokmen
Marine & Environmental Sciences Faculty Articles
Marine oil spills can have dire consequences for the environment. Research on their dynamics is important for the well-being of coastal communities and their economies. Propagation of oil spills is a very complex physical-chemical process. As seen during the Deepwater Horizon event in the Gulf of Mexico during 2010, one of the critical problems remaining for prediction of oil transport and dispersion in the marine environment is the small-scale structure and dynamics of surface oil spills. The laboratory experiments conducted in this work were focused on understanding the differences between the dynamics of crude and weathered oil spills and the …
Abundance And Diversity Of Deep-Sea Crustaceans Of Bear Seamount, New England Seamount Chain, Valerie Miranda
Abundance And Diversity Of Deep-Sea Crustaceans Of Bear Seamount, New England Seamount Chain, Valerie Miranda
HCAS Graduate Science Research Symposium
Bear Seamount (39° 55’ N; 67° 30’ W) is the westernmost peak of extinct undersea volcanoes in the New England Seamount Chain (Moore et al., 2003). It is located on the continental slope off Georges Bank, and is governed by unique environmental factors and currents that may be unlike those of the other seamounts (Moore et al., 2003). Previous cruises to this seamount have been successful in capturing abundant fishes, cephalopods and invertebrates (Moore et al., 2003; Moore et al., 2004; Moore et al., 2008), but only the distribution patterns of the fishes and cephalopods have been examined, leaving a …
Vision And Bioluminescence In Deep-Sea Crustaceans, Tamara Frank
Vision And Bioluminescence In Deep-Sea Crustaceans, Tamara Frank
HCAS Graduate Science Research Symposium
Adaptations of the visual systems of deep-sea crustaceans to dim light environments are driven not only by environmental light, but also biologically produced light, or bioluminescence. In the pelagic zone, the relationship is driven, at least in part, by intrinsic bioluminescence. The unusual possession of UV sensitivity, in additional to the expected blue sensitivity, in several species of deep-sea crustaceans appears to be linked to their two modes of bioluminescence. In the benthic zone, the relationship is not so clear. On several NOAA-OER funded research expeditions, electrophysiological studies were conducted on a number of species of decapod crustaceans collected with …
Characterization Of The Marine Sponge Amphimedon Compressa Microbiome Across A Spatial Gradient, Renee Michelle Potens
Characterization Of The Marine Sponge Amphimedon Compressa Microbiome Across A Spatial Gradient, Renee Michelle Potens
HCNSO Student Theses and Dissertations
Diverse and ecologically important microbial communities (microbiomes) are symbiotic within marine sponges. In this study, the microbiome of Amphimedon compressa from three sample locations (Broward and Dade Counties, Southeast Florida, USA and the Southern Caribbean, Bocas del Toro, Panama) is characterized using 16S rRNA Illumina sequencing. The predominant taxa are Proteobacteria and Cyanobacteria, as expected for Low Microbial Abundance sponges, accounting for over 53% of the total microbiome community. The numbers of Operational Taxonomic Units (OTUs) decrease from Broward County (2,900) to Dade County (2,300) and then Bocas del Toro (1,200). The correlates to a decreasing north-south gradient of …
Monitoring A Problem: Evaluating The Ecological Status Of The Invasive Nile Monitor In Florida And Forecasting Population Expansion Using Computational Gis, Noah Cohen
HCAS Graduate Science Research Symposium
The state of Florida is an epicenter for the introduction of exotic terrestrial and marine species, often which are attributed to the pet industry. Identifying the threats posed by exotics that may become invasive is critical to manage and protect indigenous species and habitats. One such exotic that is now invasive in Florida is the Nile Monitor (Varanus niloticus). The Nile monitor is a large, predatory lizard native to central and southern Africa that is thought to have been introduced to Florida via both intentional and unintentional releases associated with the exotic pet trade. Since their introduction, Nile monitors have …
Genomic Assembly Analyses Of Asian Teleost Species Seabass (Lates Calcarifer) And Arowana (Scleropages Formosus), Stephen O'Brien
Genomic Assembly Analyses Of Asian Teleost Species Seabass (Lates Calcarifer) And Arowana (Scleropages Formosus), Stephen O'Brien
HCAS Graduate Science Research Symposium
The genome assembly and annotation of Asian seabass (Lates calcarifer) , a marine teleost with aquaculture relevance will be described, an initiative of Genome 10K . Though > 500 eukaryotic genome sequences are available in public repositories, the majority are highly fragmented with incomplete assemblies, so considerable effort and resources are often spent to improve their quality. In the present study, PacBio long read sequencing , genetic and optical mapping, and syntenic inference were combined to build a chromosome-length assembly with a contig N50 size over 1 Mb and scaffold N50 size over 25 Mb that span ~90% of the genome …
If You Build It, Will They Come? Exploring Enhancements To Artificial Structure For Use In Restoration And Mitigation Applications In The Mexican Caribbean, Kirk Kilfoyle
HCAS Graduate Science Research Symposium
A study involving standardized artificial reef modules (ReefballsTM) was conducted in Puerto Morelos, Mexico. The purpose was to explore the use of artificial structure in restoration and mitigation projects in a Caribbean coral reef environment similar to South Florida by applying select experimental treatments hypothesized to accelerate their acquisition of a natural coral reef assemblage. Multiple hypotheses on the progression and interaction between artificial structure and the resulting fish, coral, algal, and non-coral invertebrate assemblages were examined. Each of 40 reefball modules received one of 4 treatments (10 modules/treatment): invertebrate substrate pads, coral transplants, settlement plates, or control. Following deployment, …
High Resolution Study Of The Spatial Distributions Of Abyssal Fishes By Autonomous Underwater Vehicle, Rosanna Milligan, K. J. Morris, B. J. Bett, J. M. Durden, D. O. B. Jones, K. Robert, H. A. Ruhl, D. M. Bailey
High Resolution Study Of The Spatial Distributions Of Abyssal Fishes By Autonomous Underwater Vehicle, Rosanna Milligan, K. J. Morris, B. J. Bett, J. M. Durden, D. O. B. Jones, K. Robert, H. A. Ruhl, D. M. Bailey
Marine & Environmental Sciences Faculty Articles
On abyssal plains, demersal fish are believed to play an important role in transferring energy across the seafloor and between the pelagic and benthic realms. However, little is known about their spatial distributions, making it difficult to quantify their ecological significance. To address this, we employed an autonomous underwater vehicle to conduct an exceptionally large photographic survey of fish distributions on the Porcupine Abyssal Plain (NE Atlantic, 4850 m water depth) encompassing two spatial scales (1–10 km2) on and adjacent to a small abyssal hill (240 m elevation). The spatial distributions of the total fish fauna and that …
2016 Undergraduate Commencement Ceremony, Nova Southeastern University
2016 Undergraduate Commencement Ceremony, Nova Southeastern University
NSU Commencement Programs
No abstract provided.
Comparative Use Of A Caribbean Mesophotic Coral Ecosystem And Association With Fish Spawning Aggregations By Three Species Of Shark, Alexandra E. Pickard, Jeremy Vaudo, Bradley M. Wetherbee, Richard S. Nemeth, Jeremiah Blondeau, Elizabeth Kadison, Mahmood S. Shivji
Comparative Use Of A Caribbean Mesophotic Coral Ecosystem And Association With Fish Spawning Aggregations By Three Species Of Shark, Alexandra E. Pickard, Jeremy Vaudo, Bradley M. Wetherbee, Richard S. Nemeth, Jeremiah Blondeau, Elizabeth Kadison, Mahmood S. Shivji
Marine & Environmental Sciences Faculty Articles
Understanding of species interactions within mesophotic coral ecosystems (MCEs; ~ 30–150 m) lags well behind that for shallow coral reefs. MCEs are often sites of fish spawning aggregations (FSAs) for a variety of species, including many groupers. Such reproductive fish aggregations represent temporal concentrations of potential prey that may be drivers of habitat use by predatory species, including sharks. We investigated movements of three species of sharks within a MCE and in relation to FSAs located on the shelf edge south of St. Thomas, United States Virgin Islands. Movements of 17 tiger (Galeocerdo cuvier), seven lemon (Negaprion …
Finite Involution Semigroups With Infinite Irredundant Bases Of Identities, Edmond W. H. Lee
Finite Involution Semigroups With Infinite Irredundant Bases Of Identities, Edmond W. H. Lee
Mathematics Faculty Articles
A basis of identities for an algebra is irredundant if each of its proper subsets fails to be a basis for the algebra. The first known examples of finite involution semigroups with infinite irredundant bases are exhibited. These involution semigroups satisfy several counterintuitive properties: their semigroup reducts do not have irredundant bases, they share reducts with some other finitely based involution semigroups, and they are direct products of finitely based involution semigroups.
Identification Of Protein Palmitoylation Inhibitors From A Scaffold Ranking Library, Laura D. Hamel, Brian J. Lenhart, David A. Mitchell, Radleigh Santos, Marc A. Giulianotti, Robert J. Deschenes
Identification Of Protein Palmitoylation Inhibitors From A Scaffold Ranking Library, Laura D. Hamel, Brian J. Lenhart, David A. Mitchell, Radleigh Santos, Marc A. Giulianotti, Robert J. Deschenes
Mathematics Faculty Articles
The addition of palmitoyl moieties to proteins regulates their membrane targeting, subcellular localization, and stability. Dysregulation of the enzymes which catalyzed the palmitoyl addition and/or the substrates of these enzymes have been linked to cancer, cardiovascular, and neurological disorders, implying these enzymes and substrates are valid targets for pharmaceutical intervention. However, current chemical modulators of zDHHC PAT enzymes lack specificity and affinity, underscoring the need for screening campaigns to identify new specific, high affinity modulators. This report describes a mixture based screening approach to identify inhibitors of Erf2 activity. Erf2 is the Saccharomyces cerevisiae PAT responsible for catalyzing the palmitoylation …
Science Alive!: Connecting With Elementary Students Through Science Exploration, Aarti Raja, Emily F. Schmitt Lavin, Tamara Gali, Kaitlin Donovan
Science Alive!: Connecting With Elementary Students Through Science Exploration, Aarti Raja, Emily F. Schmitt Lavin, Tamara Gali, Kaitlin Donovan
Biology Faculty Articles
A novel program called Science Alive! was developed by undergraduate faculty members, K–12 school teachers, and undergraduate students to enrich science, technology, engineering, and mathematics (STEM) literacy at community schools located near the university. The ultimate goal of the program is to bolster the scientific knowledge and appreciation of local area students and community members and serve as a model for similar programs. Through the program, we observed that elementary school students made gains toward learning their grade-level science curricula after a hands-on learning experience and had fun doing these hands-on activities. Through the program, undergraduate students, working with graduate …
Using Symbols And Shapes For Analysis In Small Focus Group Research, Oladokun Omojola
Using Symbols And Shapes For Analysis In Small Focus Group Research, Oladokun Omojola
The Qualitative Report
Substantial literature exists to support the growing importance of focus group research, having been around for decades. Its ubiquity under the scholarship radar is not in doubt while the analyses of findings commonly seen are scholarly and significantly sophisticated. However, these analyses have been found to be limited in scope for fresh adopters of the focus group method, non-literate beneficiaries of research findings and business people who are critically averse to lengthy textual statements about outcomes. This article introduces the use of symbols as a means of analyzing responses from small focus group discussions. It attempts to demonstrate that using …
Gathering Information Based On Focus Groups: Consumer’S Involvement In The Use Of Vending Machines, Telma Santos Fernandes, Ângela Silva, Raquel Reis, Celina Leão
Gathering Information Based On Focus Groups: Consumer’S Involvement In The Use Of Vending Machines, Telma Santos Fernandes, Ângela Silva, Raquel Reis, Celina Leão
The Qualitative Report
The purpose of the present study is to describe the use of two focus groups to identify and refine a set of questionnaire items. They were also used to provide descriptions of lived experiences and to realize the importance, or not, of the use of Vending Machines in the university context. Vending Machines consumer students from different areas of knowledge participated on a voluntary basis (economics and management areas define the fist group, and engineering and marketing the second group). Based on the data collection and analysis it was possible to identify the attributes of vending machines that are important …
Systematic Patterning Of Sediments In French Polynesian Coral Reef Systems, Andrew Calhoun
Systematic Patterning Of Sediments In French Polynesian Coral Reef Systems, Andrew Calhoun
HCNSO Student Theses and Dissertations
Through a discipline termed “comparative sedimentology”, modern carbonate depositional environments have been used extensively as analogs to aid in the interpretation of equivalent fossil systems. Using field samples, GIS and remote sensing data for three isolated carbonate platforms in the Pacific, this thesis seeks to examine relationships between grain texture and grain type and their environment of deposition. The motivation is to highlight relationships that have the potential to better understand facies relations on carbonate platforms, and thereby reduce uncertainty and increase accuracy of subsurface exploration. The results of this study show that on Raivavae, Tubuai, and Bora Bora: French …
Acoustic Repertoire Of Sperm Whale (Physeter Macrocephalus) Bachelor Groups In The Waters Surrounding Ischia, Italy (Tyrrhenian Sea), Cristina M. Ledon
Acoustic Repertoire Of Sperm Whale (Physeter Macrocephalus) Bachelor Groups In The Waters Surrounding Ischia, Italy (Tyrrhenian Sea), Cristina M. Ledon
HCNSO Student Theses and Dissertations
The subpopulation of sperm whales (Physeter macrocephalus) in the Mediterranean Sea is presently list as “Endangered”. This study is an attempt to provide detailed data on sperm whale Bachelor Groups surrounding Ischia, Italy in the Tyrrhenian Sea (Mediterranean Sea). 24 hours, 38 minutes, and 38 seconds of sperm whale Bachelor Group acoustic data was analyzed in order to describe acoustic repertoire, classify behavioral associations to acoustic types, and identify habitat-use. The data showed that the acoustic repertoire of sperm whale Bachelor Groups is dominated by Usual Clicks. Additionally, a click type that maintains an inter-click interval (ICI) in …
Geographic And Depth Distributions Of Decapod Shrimps (Caridea: Oplophoridae) From The Northeastern Gulf Of Mexico With Notes On Ontogeny And Reproductive Seasonality, Eric A. Burdett
HCNSO Student Theses and Dissertations
This thesis presents the first description of the geographic and depth distributions of pelagic decapod shrimps in the area located around the Deepwater Horizon oil spill, based on the NOAA (National Oceanic and Atmospheric Administration) NRDA (National Resource Damage Assessment) trawl samples collected from April – June, 2011. This information is important in ecosystem models investigating trophic effects of the spill because pelagic decapod shrimp are consumed by a variety of organisms occupying higher trophic levels. One of the most abundant and diverse groups of decapods is the Family Oplophoridae. Their roles in pelagic food webs in the Gulf of …
Effects Of Sedimentation On The Physiology And Oxidative Stress Of Two Common Scleractinian Corals, Margaret E. Rushmore
Effects Of Sedimentation On The Physiology And Oxidative Stress Of Two Common Scleractinian Corals, Margaret E. Rushmore
HCNSO Student Theses and Dissertations
This study examined the effect of a growing environmental stressor, sedimentation, on the physiology and oxidative stress throughout the different life stages of two common scleractinian corals Montastraea cavernosa and Porites astreoides. Physiology, oxidative stress, and settlement success of newly released P. astreoides larvae were measured after exposure to various turbidity treatments. No significant effects were seen on larval settlement and photosynthetic efficiency, however carbonyl content and catalase activity were significantly higher in 2015 compared to 2014; highlighting a possible inter-annual variability in susceptibility. Larval settlement deterrence in the presence of a layer of accumulated fine- or coarse-grained sediment …
Sea Turtle Conservation: Reviewing The Efficacy Of Land- And Sea-Based Management Strategies For Loggerhead (Caretta Caretta) And Leatherback (Dermochelys Coriacea) Sea Turtles, Glenn D. Goodwin
HCNSO Student Capstones
As cosmopolitan species, loggerhead and leatherback turtles are confronted with a multitude of threats as they progress through their respective life stages. These range from depredation and poaching of eggs, hatchlings, and females on nesting beaches, to incidental hooking in pelagic longline fisheries and capture in trawl fisheries. Some threats are species specific on regional scales, though most impact both species. To confront these threats, various conservation strategies have been developed and implemented, including monitoring and caging of nests and changes to hook shape and trawl design. Here, current conservation methods are presented and discussed on a global scale for …
Global Genetic Connectivity And Diversity In A Shark Of High Conservation Concern, The Oceanic Whitetip, Carcharhinus Longimanus, Cassandra L. Ruck
Global Genetic Connectivity And Diversity In A Shark Of High Conservation Concern, The Oceanic Whitetip, Carcharhinus Longimanus, Cassandra L. Ruck
HCNSO Student Theses and Dissertations
The oceanic whitetip shark, Carcharhinus longimanus, is a circumtropical pelagic shark of high conservation concern (IUCN Red List: “Critically Endangered” in the Western North and Western Central Atlantic and “Vulnerable” globally). I present the first, population genetic assessment of the oceanic whitetip shark on a global scale, based on analysis of two mitochondrial genome regions (entire 1066-1067 bp control region and 784 bp partial ND4 gene), and nine nuclear microsatellite loci. No population structure was detected within the Western Atlantic. However, highly significant population structure was detected between Western Atlantic and Indo-Pacific Ocean sharks across all markers. Additionally, a …
The User Attribution Problem And The Challenge Of Persistent Surveillance Of User Activity In Complex Networks, Claudio Taglienti, James D. Cannady Jr.
The User Attribution Problem And The Challenge Of Persistent Surveillance Of User Activity In Complex Networks, Claudio Taglienti, James D. Cannady Jr.
CCE Faculty Articles
In telecommunication networks, the user attribution problem refers to the challenge faced in recognizing communication traffic as belonging to a given user when information needed to identify the user is missing. This problem becomes more difficult to tackle as users move across many mobile networks (complex networks) owned and operated by different providers. The traditional approach of using the source IP address as a tracking identifier does not work when used to identify mobile users. Recent efforts to address this problem by exclusively relying on web browsing behavior to identify users, brought to light the challenges of solutions which try …