Review Comment:
Submission Tracking #: 2850-4064
Authors: Shyama Wilson, J. S. Goonetillake, W.A. Indika, Athula Ginige
Submission type: Survey Article
------- Overall Evaluation --------
Accepted with major review.
*** Summary Review ***
The purpose of the paper is to tackle the nonexistence of a universally agreed methodology for specifying and evaluating the quality of an ontology, by providing an analysis of existing contributions focusing on ontology quality models, characteristics, and the associated measures of these characteristics.
+ Precise paper structure
+ Useful summaries in Tables and Figures
+ Clear and well explained pipeline of selected works
- Lacks in grammar and syntax in the text, often in crucial parts of the paper
- Absence of some topic relevant works
*** Overall Evaluation ***
The paper is well organized and it follows a compelling narrative, moving section by section through the proposed conceptual model. Some really useful Tables and Figures are provided to clarify the structure and ripartition of the survey, the research problem is clearly stated and the research questions are specified as well as the methodology used in the selection of works treated in the survey.
The first main problem is the severe lack of a formal revision: there is almost no section, table and main paragraph without some formal inaccuracy. As non English native speaker I perfectly understand the eventuality of some typos in the text, but, as I tried to document in detail, if the inaccuracies are encountered too often in the text and in crucial parts (e.g. the body of the definitions) the risk is to compromise in some way the readability of the paper, or to leave the reader with the doubt of not having understood the very precise sense of the sentence. In a Survey Article providing 19 definitions the lack of syntactic accuracy needs to be filled, for this reason I strongly recommend to revise the whole work, since the typos listed in this review are probably not all those present right now in the text.
The second issue stems from Section 2, Survey Methodology: although the paper explicitly declares in detail the criterion of selection and focuses on a listed number of papers, the title and the broader purpose declared in the Abstract and Introduction of the present work aim at enlarging the perspective. With the purpose of providing a general Conceptual Model for Ontology Quality Assesment, at least to my knowledge and perspective, it seems necessary to mention Ontology Design Patterns, and in particular the volume "Ontology Engineering with Ontology Design Patterns: Foundations and Applications", specifically Karl Hammer's chapter "Quality of Content Ontology Design Patterns" focused on Content Ontology Design Patterns Quality Meta-model (the mentioned volume is in English, 2016, so it could be included in this Survey Article according to the Inclusion Criteria declared in Section 2. It is eventually debatable their being "directly relevant to the research questions", but in my opinion since the purpose of a good Survey Article is to include the highest quality introductory and overview texts, it should be at least mentioned their existence and the relevance of the approach to the matter).
*** Sections Review ***
--- Section 1 [Introduction] ---
"...overview of the exiting..." → "...overview of the existing..."
Also, Introduction and Figure 1 could benefit from mentioning ODP and considering Xtreme Design workflow while assessing the three bullet points resuming difficulties faced by researchers and practitioners (in particular bullet point 1).
--- Section 3 [Preliminaries and conceptualization] ---
"For instance cognitive complexity is one of the..." → is there a reference definition of "cognitive complexity"? if so, please provide it here, if not, try to better define what is meant here, or rephrase in order to specify the problematicity of a unique definition.
"The structural layer / architectural layer focuses on the is-a relationship which is more important in the ontology modeling against other relations." → I would recommend to be very cautious when asserting that something is "more important than": it is a more frequent relation in the sense that it gives a taxonomical order to entities in the ontology, but from the semantic perspective it is even less informative than any other more semantically determined relation.
--- Section 4 [Ontology Quality Models] ---
4.2 :
"It describes <> with..." is the definition taken from [80] as well as the following levels listed? if not, specify the source of the definition.
"The reason would be the proposed sub-characteristics are subjective and difficult to apply in practice" → I don't understand totally the meaning of the sentence: i think there is a problem of syntax. Is the "would" a critic or skeptic position of the authors? if not, rephrase in order to better explain the content please.
Table 2:
Quality model in ONTO-EVOAL Description: "the certain characteristics have been" → I think "certain" is not the proper word here.
OntoQualitas Description ends with a ","
Quality Model of Zhu et al. Description: "the five weather ontologies" → which five weather ontologies?
--- Section 5 [Classification of ontology quality characteristics] ---
About the definitions: the cleaner the better. Some of the sentences sound incorrect or redundant, in particular the definitions should be corrected and the overall form should be improved.
Some specifications:
5.1.1:
Definition 1:
"refers to the ontology is" → "refers to the ontology being..." or "refers to the fact that the ontology is..."
5.1.2:
Definition 2: as before the definition of "cognitive complexity" should be introduced at some point. From the cited references in bibliography the issue is faced at least in [80] and [5] (Cognitive Ergonomics).
5.1.3:
Definition 3:
Internal consistency refers to the ontology is → "refers to the ontology being..." or "refers to the fact that the ontology is..."
Also, this section could benefit from Ontology Design Pattern's chapter by Tiago Prince Sales and Giancarlo Guizzardi about Anti-patterns.
5.2.1:
"Identical formal definition of some classes: is appeared when..." → I don't think "is appeared" is the right form here. Also, maybe better specify that if there is an identical formal definition of some classes there could be a typization problem or incosistencies if there is also a disjointness among the same entities.
"Identical formal definition of some instances: is appeared when..." → same as before.
Definition 5:
"Thus, in an ontology, explicit redundancies do not exist between definitions, and redundancies cannot be inferred using other definitions and axioms." → maybe better "...explicit redundancies do not exist between definitions neither can be inferred using other definitions and axioms."
5.2.2
Definition 6:
"...in the domain that the ontology is being modeled." → "in the domain that the ontology is modeling/covering" or similar.
5.3.2 and 5.3.3
Definitions 9 and 10 seems really simlar, in case specify the difference between them or consider the possibility to collapse them, or at least determine a possible relation between them e.g. an ontology is relevant when it is funcionally complete.
5.3.4
Definition 11:
"...of an ontology and its elements that enable users (i.e., ontology consumers) to understand the..." → "of an ontology and how its elements enable users..." or similar.
5.4.2
"throughput" → "throughout"
5.5.1
The title "Currentess" → "Currentness".
Also, isn't Definition 14 a further elaboration of Definition 6 declined considering the time variable? The Currentness seems to be a specification of Coverage dimension considering a lack of coverage due to the changing of information and missing update of the ontology.
5.5.3
"the information is needed to provide on time for the..." → maybe "to be provided on time"...? I don't totally catch this nuance, due to this I don't totally understand Definition 16.
5.6.2
"There is no agreed definition is provided..." → "There is no agreement in the provided definition" or similar.
5.6.4
"...it is importan to consider because ontologies are evolving due to changes in the needs of the application, changes in the domain, changes in conceptualization, and changes in the explicit specification." → I think it is just lacking a pronoun: "...it is importan to consider it, because..." but "due to changings in...etc." sounds also better.
Table 9:
"Curretness" → "Currentness".
The measure of History attribute: "public library" → maybe better "open resource" ?
The measure "Average update rate" seems to better measure Currentness instead of Volatility.
I don't understand the measure for Availability, rephrase it in a proper way please.
5.7.
One of the main debate could be among the Characteristics and their relationships: albeit it is a Survey Article I was expecting some more discussion in this section, even without answers but only proposals of comparison.
5.8
"...has evaluated U ontology..." → I'm not sure of the meaning.
|