**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**2157

# Search results for: knowledge graph

##### 2157 AI Tutor: A Computer Science Domain Knowledge Graph-Based QA System on JADE platform

**Authors:**
Yingqi Cui,
Changran Huang,
Raymond Lee

**Abstract:**

In this paper, we proposed an AI Tutor using ontology and natural language process techniques to generate a computer science domain knowledge graph and answer users’ questions based on the knowledge graph. We define eight types of relation to extract relationships between entities according to the computer science domain text. The AI tutor is separated into two agents: learning agent and Question-Answer (QA) agent and developed on JADE (a multi-agent system) platform. The learning agent is responsible for reading text to extract information and generate a corresponding knowledge graph by defined patterns. The QA agent can understand the users’ questions and answer humans’ questions based on the knowledge graph generated by the learning agent.

**Keywords:**
Artificial intelligence,
natural language process,
knowledge graph,
agent,
QA system.

##### 2156 The Implementation of Spatio-Temporal Graph to Represent Situations in the Virtual World

**Authors:**
Gung-Hun Jung,
Jong-Hee Park

**Abstract:**

**Keywords:**
Ontology,
Virtual Reality,
Spatio-Temporal graph.

##### 2155 Distributed 2-Vertex Connectivity Test of Graphs Using Local Knowledge

**Authors:**
Brahim Hamid,
Bertrand Le Saec,
Mohamed Mosbah

**Abstract:**

The vertex connectivity of a graph is the smallest number of vertices whose deletion separates the graph or makes it trivial. This work is devoted to the problem of vertex connectivity test of graphs in a distributed environment based on a general and a constructive approach. The contribution of this paper is threefold. First, using a preconstructed spanning tree of the considered graph, we present a protocol to test whether a given graph is 2-connected using only local knowledge. Second, we present an encoding of this protocol using graph relabeling systems. The last contribution is the implementation of this protocol in the message passing model. For a given graph G, where M is the number of its edges, N the number of its nodes and Δ is its degree, our algorithms need the following requirements: The first one uses O(Δ×N2) steps and O(Δ×logΔ) bits per node. The second one uses O(Δ×N2) messages, O(N2) time and O(Δ × logΔ) bits per node. Furthermore, the studied network is semi-anonymous: Only the root of the pre-constructed spanning tree needs to be identified.

**Keywords:**
Distributed computing,
fault-tolerance,
graph relabeling systems,
local computations,
local knowledge,
message passing system,
networks,
vertex connectivity.

##### 2154 Efficient Filtering of Graph Based Data Using Graph Partitioning

**Authors:**
Nileshkumar Vaishnav,
Aditya Tatu

**Abstract:**

**Keywords:**
Graph signal processing,
graph partitioning,
inverse
filtering on graphs,
algebraic signal processing.

##### 2153 Using Spectral Vectors and M-Tree for Graph Clustering and Searching in Graph Databases of Protein Structures

**Authors:**
Do Phuc,
Nguyen Thi Kim Phung

**Abstract:**

**Keywords:**
Eigenvalues,
m-tree,
graph database,
protein
structure,
spectra graph theory.

##### 2152 A Neighborhood Condition for Fractional k-deleted Graphs

**Authors:**
Sizhong Zhou,
Hongxia Liu

**Abstract:**

Abstract–Let k ≥ 3 be an integer, and let G be a graph of order n with n ≥ 9k +3- 42(k - 1)2 + 2. Then a spanning subgraph F of G is called a k-factor if dF (x) = k for each x ∈ V (G). A fractional k-factor is a way of assigning weights to the edges of a graph G (with all weights between 0 and 1) such that for each vertex the sum of the weights of the edges incident with that vertex is k. A graph G is a fractional k-deleted graph if there exists a fractional k-factor after deleting any edge of G. In this paper, it is proved that G is a fractional k-deleted graph if G satisfies δ(G) ≥ k + 1 and |NG(x) ∪ NG(y)| ≥ 1 2 (n + k - 2) for each pair of nonadjacent vertices x, y of G.

**Keywords:**
Graph,
minimum degree,
neighborhood union,
fractional k-factor,
fractional k-deleted graph.

##### 2151 The Extremal Graph with the Largest Merrifield-Simmons Index of (n, n + 2)-graphs

**Authors:**
M. S. Haghighat,
A. Dolati,
M. Tabari,
E. Mohseni

**Abstract:**

The Merrifield-Simmons index of a graph G is defined as the total number of its independent sets. A (n, n + 2)-graph is a connected simple graph with n vertices and n + 2 edges. In this paper we characterize the (n, n+2)-graph with the largest Merrifield- Simmons index. We show that its Merrifield-Simmons index i.e. the upper bound of the Merrifield-Simmons index of the (n, n+2)-graphs is 9 × 2n-5 +1 for n ≥ 5.

**Keywords:**
Merrifield-Simmons index,
(n,
n+2)-graph.

##### 2150 N-Sun Decomposition of Complete, Complete Bipartite and Some Harary Graphs

**Authors:**
R. Anitha,
R. S. Lekshmi

**Abstract:**

**Keywords:**
Decomposition,
Hamilton cycle,
n-sun graph,
perfect matching,
spanning tree.

##### 2149 The Diameter of an Interval Graph is Twice of its Radius

**Authors:**
Tarasankar Pramanik,
Sukumar Mondal,
Madhumangal Pal

**Abstract:**

In an interval graph G = (V,E) the distance between two vertices u, v is de£ned as the smallest number of edges in a path joining u and v. The eccentricity of a vertex v is the maximum among distances from all other vertices of V . The diameter (δ) and radius (ρ) of the graph G is respectively the maximum and minimum among all the eccentricities of G. The center of the graph G is the set C(G) of vertices with eccentricity ρ. In this context our aim is to establish the relation ρ = δ 2 for an interval graph and to determine the center of it.

**Keywords:**
Interval graph,
interval tree,
radius,
center.

##### 2148 A Study and Implementation of On-line Learning Diagnosis and Inquiry System

**Authors:**
YuLung Wu

**Abstract:**

**Keywords:**
Knowledge Structure Graph,
On-line LearningDiagnosis

##### 2147 Completion Number of a Graph

**Authors:**
Sudhakar G

**Abstract:**

In this paper a new concept of partial complement of a graph G is introduced and using the same a new graph parameter, called completion number of a graph G, denoted by c(G) is defined. Some basic properties of graph parameter, completion number, are studied and upperbounds for completion number of classes of graphs are obtained , the paper includes the characterization also.

**Keywords:**
Completion Number,
Maximum Independent subset,
Partial complements,
Partial self complementary

##### 2146 On Fractional (k,m)-Deleted Graphs with Constrains Conditions

**Authors:**
Sizhong Zhou,
Hongxia Liu

**Abstract:**

Let G be a graph of order n, and let k 2 and m 0 be two integers. Let h : E(G) [0, 1] be a function. If e∋x h(e) = k holds for each x V (G), then we call G[Fh] a fractional k-factor of G with indicator function h where Fh = {e E(G) : h(e) > 0}. A graph G is called a fractional (k,m)-deleted graph if there exists a fractional k-factor G[Fh] of G with indicator function h such that h(e) = 0 for any e E(H), where H is any subgraph of G with m edges. In this paper, it is proved that G is a fractional (k,m)-deleted graph if (G) k + m + m k+1 , n 4k2 + 2k − 6 + (4k 2 +6k−2)m−2 k−1 and max{dG(x), dG(y)} n 2 for any vertices x and y of G with dG(x, y) = 2. Furthermore, it is shown that the result in this paper is best possible in some sense.

**Keywords:**
Graph,
degree condition,
fractional k-factor,
fractional (k,
m)-deleted graph.

##### 2145 Concurrency in Web Access Patterns Mining

**Authors:**
Jing Lu,
Malcolm Keech,
Weiru Chen

**Abstract:**

**Keywords:**
concurrent access patterns (CAP),
CAP mining and modelling,
CAP-Graph,
web access patterns (WAP),
WAP-Graph,
Web usage mining.

##### 2144 Metric Dimension on Line Graph of Honeycomb Networks

**Authors:**
M. Hussain,
Aqsa Farooq

**Abstract:**

**Keywords:**
Resolving set,
metric dimension,
honeycomb network,
line graph.

##### 2143 Comparison of Full Graph Methods of Switched Circuits Solution

**Authors:**
Zdeňka Dostálová,
David Matoušek,
Bohumil Brtnik

**Abstract:**

**Keywords:**
Switched capacitors of two phases,
switched
currents of two phases,
transformation graph,
two-graph,
Mason's
formula,
voltage transfer,
summary graph.

##### 2142 Speedup Breadth-First Search by Graph Ordering

**Abstract:**

Breadth-First Search (BFS) is a core graph algorithm that is widely used for graph analysis. As it is frequently used in many graph applications, improving the BFS performance is essential. In this paper, we present a graph ordering method that could reorder the graph nodes to achieve better data locality, thus, improving the BFS performance. Our method is based on an observation that the sibling relationships will dominate the cache access pattern during the BFS traversal. Therefore, we propose a frequency-based model to construct the graph order. First, we optimize the graph order according to the nodes’ visit frequency. Nodes with high visit frequency will be processed in priority. Second, we try to maximize the child nodes’ overlap layer by layer. As it is proved to be NP-hard, we propose a heuristic method that could greatly reduce the preprocessing overheads.We conduct extensive experiments on 16 real-world datasets. The result shows that our method could achieve comparable performance with the state-of-the-art methods while the graph ordering overheads are only about 1/15.

**Keywords:**
Breadth-first search,
BFS,
graph ordering,
graph algorithm.

##### 2141 On Detour Spectra of Some Graphs

**Authors:**
S.K.Ayyaswamy,
S.Balachandran

**Abstract:**

**Keywords:**
Detour eigenvalue (of a graph),
detour spectrum(of a graph),
detour energy(of a graph),
detour - equienergetic graphs.

##### 2140 Analysis of Electrical Networks Using Phasors: A Bond Graph Approach

**Authors:**
Israel Núñez-Hernández,
Peter C. Breedveld,
Paul B. T. Weustink,
Gilberto Gonzalez-A

**Abstract:**

This paper proposes a phasor representation of electrical networks by using bond graph methodology. A so-called phasor bond graph is built up by means of two-dimensional bonds, which represent the complex plane. Impedances or admittances are used instead of the standard bond graph elements. A procedure to obtain the steady-state values from a phasor bond graph model is presented. Besides the presentation of a phasor bond graph library in SIDOPS code, also an application example is discussed.

**Keywords:**
Bond graphs,
phasor theory,
steady-state,
complex
power,
electrical networks.

##### 2139 Topological Queries on Graph-structured XML Data: Models and Implementations

**Authors:**
Hongzhi Wang,
Jianzhong Li,
Jizhou Luo

**Abstract:**

**Keywords:**
XML,
Graph Structure,
Topological query.

##### 2138 An Efficient Graph Query Algorithm Based on Important Vertices and Decision Features

**Authors:**
Xiantong Li,
Jianzhong Li

**Abstract:**

**Keywords:**
Decision Feature,
Frequent Feature,
Graph Dataset,
Graph Query

##### 2137 Notes on Fractional k-Covered Graphs

**Authors:**
Sizhong Zhou,
Yang Xu

**Abstract:**

**Keywords:**
graph,
binding number,
fractional k-factor,
fractional k-covered graph.

##### 2136 Knowledge Reactor: A Contextual Computing Work in Progress for Eldercare

**Authors:**
Scott N. Gerard,
Aliza Heching,
Susann M. Keohane,
Samuel S. Adams

**Abstract:**

**Keywords:**
Ambient sensing,
AI,
artificial intelligence,
eldercare,
IoT,
internet of things,
knowledge graph.

##### 2135 A Further Study on the 4-Ordered Property of Some Chordal Ring Networks

**Authors:**
Shin-Shin Kao,
Hsiu-Chunj Pan

**Abstract:**

Given a graph G. A cycle of G is a sequence of vertices of G such that the first and the last vertices are the same. A hamiltonian cycle of G is a cycle containing all vertices of G. The graph G is k-ordered (resp. k-ordered hamiltonian) if for any sequence of k distinct vertices of G, there exists a cycle (resp. hamiltonian cycle) in G containing these k vertices in the specified order. Obviously, any cycle in a graph is 1-ordered, 2-ordered and 3- ordered. Thus the study of any graph being k-ordered (resp. k-ordered hamiltonian) always starts with k = 4. Most studies about this topic work on graphs with no real applications. To our knowledge, the chordal ring families were the first one utilized as the underlying topology in interconnection networks and shown to be 4-ordered. Furthermore, based on our computer experimental results, it was conjectured that some of them are 4-ordered hamiltonian. In this paper, we intend to give some possible directions in proving the conjecture.

**Keywords:**
Hamiltonian cycle,
4-ordered,
Chordal rings,
3-regular.

##### 2134 Syntactic Recognition of Distorted Patterns

**Authors:**
Marek Skomorowski

**Abstract:**

**Keywords:**
Syntactic pattern recognition,
Distorted patterns,
Random graphs,
Graph grammars.

##### 2133 Automatic Fingerprint Classification Using Graph Theory

**Authors:**
Mana Tarjoman,
Shaghayegh Zarei

**Abstract:**

Using efficient classification methods is necessary for automatic fingerprint recognition system. This paper introduces a new structural approach to fingerprint classification by using the directional image of fingerprints to increase the number of subclasses. In this method, the directional image of fingerprints is segmented into regions consisting of pixels with the same direction. Afterwards the relational graph to the segmented image is constructed and according to it, the super graph including prominent information of this graph is formed. Ultimately we apply a matching technique to compare obtained graph with the model graphs in order to classify fingerprints by using cost function. Increasing the number of subclasses with acceptable accuracy in classification and faster processing in fingerprints recognition, makes this system superior.

**Keywords:**
Classification,
Directional image,
Fingerprint,
Graph,
Super graph.

##### 2132 Graphs with Metric Dimension Two-A Characterization

**Authors:**
Sudhakara G,
Hemanth Kumar A.R

**Abstract:**

In this paper, we define distance partition of vertex set of a graph G with reference to a vertex in it and with the help of the same, a graph with metric dimension two (i.e. β (G) = 2 ) is characterized. In the process, we develop a polynomial time algorithm that verifies if the metric dimension of a given graph G is two. The same algorithm explores all metric bases of graph G whenever β (G) = 2 . We also find a bound for cardinality of any distance partite set with reference to a given vertex, when ever β (G) = 2 . Also, in a graph G with β (G) = 2 , a bound for cardinality of any distance partite set as well as a bound for number of vertices in any sub graph H of G is obtained in terms of diam H .

**Keywords:**
Metric basis,
Distance partition,
Metric dimension.

##### 2131 Consistent Modeling of Functional Dependencies along with World Knowledge

**Authors:**
Sven Rebhan,
Nils Einecke,
Julian Eggert

**Abstract:**

**Keywords:**
Adaptive systems,
Knowledge representation,
Machinevision,
Systems engineering

##### 2130 Image Segmentation Using Suprathreshold Stochastic Resonance

**Authors:**
Rajib Kumar Jha,
P.K.Biswas,
B.N.Chatterji

**Abstract:**

In this paper a new concept of partial complement of a graph G is introduced and using the same a new graph parameter, called completion number of a graph G, denoted by c(G) is defined. Some basic properties of graph parameter, completion number, are studied and upperbounds for completion number of classes of graphs are obtained , the paper includes the characterization also.

**Keywords:**
Completion Number,
Maximum Independent subset,
Partial complements,
Partial self complementary.

##### 2129 Analysis of a Singular Perturbed Synchronous Generator with a Bond Graph Approach

**Authors:**
Gilberto Gonzalez-A,
Noe Barrera-G

**Abstract:**

**Keywords:**
Bond graph modelling,
synchronous generator,
singular perturbations

##### 2128 Connected Vertex Cover in 2-Connected Planar Graph with Maximum Degree 4 is NP-complete

**Authors:**
Priyadarsini P. L. K,
Hemalatha T.

**Abstract:**

**Keywords:**
NP-complete,
2-Connected planar graph,
block,
cut vertex