HuTO (Human Time Ontology) is an ontology formalized in RDFS allowing temporal annotation using temporal expressions of common speech. This ontology also defines the temporal anchors related to the context and capture temporal changes associated with annotated resources. This makes it possible to query Temporal information from the knowledge base using SPARQL queries.
The figures below show the core classes and properties of HuTO.
In HuTO, key concepts to dating are Datation and TemporalUnit (Fig. 1). Datation is an abstract concept (which has no direct instances) which are derived the concepts Date and Duration. The concept Date allows modeling dates such as xsd:dateTime Date type except the time zone part (Examples a and b). The concept Duration defines durations such as xsd:Duration type (Example d). The granularities defined in TemporalUnit range from Century to Second.
Note that the property hasTemporalUnit (Fig. 1) is specialized by the properties hasCentury, hasYear, hasMonth, etc and the property value is specialized by the properties century, year, month, etc.
A Temporal element can be an instant, an interval or a Duration. We have chosen to represent all temporal elements as intervals modeled using During concept (Fig. 2). Therefore, if the end or the Duration of the interval is not specified then the considered interval is the whole Date. For example, the Date Friday, August 15, 2014 is considered as a 24H interval. To specify the beginning and/or the end of an interval, one must use the During concept with hasBegin and/or hasEnd properties. To model a Duration, the During concept is also used with the hasBegin property to specify the beginning and the hasDuration property to specify the Duration.
The Cycle concept is used to model non-convex interval (repetitive). A non-convex interval is characterized by two entities: the repetition frequency and the convex interval to repeat. Thus, the concept Cycle is connected to its frequency by the relationship every. This frequency is a sub-concept TemporalUnit representing the unit of time to which the Cycle is repeated. The convex interval is related to the concept Cycle by the relationship exp. The sample property is used to model the sample of a Date as in the expression every 8 Hours.
HuTO allows to use a resource as a time reference through the concept Period. So once dated, a resource can be used as a time marker (Example g).
Note that the property hasDatation (Fig. 2) is specialized by the properties hasDate and hasDuration. The property hasDate is specialized by the properties hasBegin and hasEnd
The following examples show how the HuTO Vocabulary is used to model temporal expressions and to temporally annotate data.
@base <http://example.org/> . @prefix huto: <http://ns.inria.fr/huto/> . @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> . ############### Temporal Expressions Modeling ############### # a. Date(Tuesday, August 26, 2014 at 10 pm) [a huto:Date; hut:hasHour [a huto:Hour; huto:hour 22]; huto:hasDay [a huto:Tuesday; huto:day 26]; huto:hasMonth [a huto:August]; huto:hasYear [a huto:Year; huto:year 2014]]. # b. Date(Today)- Friday April 25, 2014 [a huto:Date; huto:hasDay [a huto:Today; huto:hasContext [a huto:Date; huto:hasDay [a huto:Friday; huto:day 25]; huto:hasMonth [a huto:April]; huto:hasYear [a huto:Year; huto:year 2014]]]]. # c. The first Sunday of every April. [a huto:Cycle; huto:every [a huto:Year]; huto:exp [a huto:During; huto:hasDate [a huto:Date; huto:hasDay [a huto:Sunday; huto:week 1]; huto:hasMonth [a huto:April]]]]. # d. Every 8H for 10 days starting from Today [a huto:During; huto:hasBegin [a huto:Date; huto:hasDay [a huto:Today]]; huto:hasDuration [a huto:Duration; hasDay [a huto:Day; huto:value 10]]; huto:exp [a huto:Cycle; huto:every [a huto:Hour]; huto:sample 8]]. ######################### Temporal data annotation ############################# # e. Bill Clinton was the President of USA from January 1993 to January 2001 [a huto:During; huto:hasBegin [a huto:Date; huto:hasMonth [a huto:January]; huto:hasYear [a huto:Year; huto:year 1993]]; huto:hasEnd [a huto:Date; huto:hasMonth [a huto:January]; huto:hasYear [a huto:Year; huto:year 2001]]; huto:exp [ rdf:subject <Clinton>; rdf:predicate <presidentOf>; rdf:object <USA>]]. # f. In 2011 the City of Dakar had 1,056,009 inhabitants, it was the most populated and its mayor was Mr Sall. [a huto:During; huto:hasDate [a huto:Date; huto:hasYear [a huto:Year; huto:year 2011]]; huto:exp [a huto:Graph; huto:uri <http://example.org/g/>]]. <http://example.org/g/>{ <Dakar> <population> 1056009; <rank> 1; <mayor> <Sall>}. # g. The Russian Revolution was after the French Revolution [a huto:During; huto:after [a huto:Period; rdf:value <FrenchRevolution>]]; huto:exp [a huto:TemporalThing; rdf:value <RussianRevolution>]].
For Temporal data annotation, HuTO is used to annotate: 1) a resource (Example g), 2) a triple (Example e) and 3) a set of triples (Example f)
IRI: http://ns.inria.fr/huto/April
IRI: http://ns.inria.fr/huto/August
The eighth month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/Century
Century represents 100 years in a particular calendar.
IRI: http://ns.inria.fr/huto/Cycle
Represents an interval with gaps (non-During), i.e. a discontinuous interval
IRI: http://ns.inria.fr/huto/Datation
Datation represents an abstract concept (which has no direct instances) which are derived the concepts Date and Duration.
IRI: http://ns.inria.fr/huto/Date
The concept Date allows modeling dates such as xsd:dateTime date type except the time zone part.
IRI: http://ns.inria.fr/huto/Day
A Day starts at 12 am to 11 59 pm. It represents an interval of 24 hours.
IRI: http://ns.inria.fr/huto/December
The twelfth month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/Duration
The concept Duration defines durations such as xsd:Duration type
IRI: http://ns.inria.fr/huto/During
Represents an interval without gap, i.e. a continuous interval
IRI: http://ns.inria.fr/huto/February
The second month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/Friday
The fifth day in the week in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/GenericDay
GenericDay is a day which forms a specific relationship with time speech.
IRI: http://ns.inria.fr/huto/Graph
Is used to annotate named graphs.
IRI: http://ns.inria.fr/huto/GregorianCalendarMonth
GregorianCalendarMonth regroups the twelve months of the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/Hour
Represents an interval of 60 minutes. We use the 24-hour notation for representing hours as in example a.
IRI: http://ns.inria.fr/huto/January
The first month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/July
The seventh month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/June
The sith month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/LunarCalendarMonth
Regroups the months in Lunar Calendar.
IRI: http://ns.inria.fr/huto/March
The third month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/May
The fifth month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/Minute
Represents an interval of 60 seconds.
IRI: http://ns.inria.fr/huto/Monday
The first day of the week.
IRI: http://ns.inria.fr/huto/Month
Month is a month in a particular calendar. At this moment, the specializations of this collection are the Gregorian Calendar and Lunar Calendar.
IRI: http://ns.inria.fr/huto/November
The eleventh month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/October
The tenth month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/Period
Cast TemporalThing as a anchor Date. Thus once used, a resource can be used as a temporal reference like in exemple g.
IRI: http://ns.inria.fr/huto/Saturday
The sixth day of the week.
IRI: http://ns.inria.fr/huto/Second
The smallest time interval used in HuTO.
IRI: http://ns.inria.fr/huto/September
The ninth month of the year in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/Sunday
The seventh day of the week.
IRI: http://ns.inria.fr/huto/TemporalThing
This is the collection of all things that have temporal extent - things about which one might sensibly ask "When?". TemporalThing thus contains many kinds of things, including events and pure intervals of time.
IRI: http://ns.inria.fr/huto/TemporalUnit
Represents temporal unit. The granularities defined range from Century to Second.
IRI: http://ns.inria.fr/huto/Thursday
The fourth day of the week.
IRI: http://ns.inria.fr/huto/Today
The day relative to the day of speech.
IRI: http://ns.inria.fr/huto/Tomorrow
The day after the day of speech.
IRI: http://ns.inria.fr/huto/Tuesday
The second day of the week.
IRI: http://ns.inria.fr/huto/Wednesday
The third day of the week.
IRI: http://ns.inria.fr/huto/Week
IRI: http://ns.inria.fr/huto/WeekDay
It regroups the seven days of the week in the Gregorian Calendar.
IRI: http://ns.inria.fr/huto/Year
Year is a year in a particular calendar.
IRI: http://ns.inria.fr/huto/Yesterday
The day before the day of speech.
IRI: http://ns.inria.fr/huto/after
To say one thing occur after another thing. It represents the after relation defined by Allen [1][2]. The relation is defined between TemporalThing
IRI: http://ns.inria.fr/huto/before
To say one thing occur before another thing. It represents the before relation defined by Allen [1][2]. The relation is defined between TemporalThing
IRI: http://ns.inria.fr/huto/every
The every property links the non-convexe interval (Cycle) to its repetition frequency.
IRI: http://ns.inria.fr/huto/hasBegin
Used to specify the beginning of an interval between Date units; a Date unit is one year, one month, one day or one hour
IRI: http://ns.inria.fr/huto/hasCentury
IRI: http://ns.inria.fr/huto/hasDatation
IRI: http://ns.inria.fr/huto/hasDuration
IRI: http://ns.inria.fr/huto/hasEnd
Used to specify the end of an interval between Date units; a Date unit is one year, one month, one day or one hour
IRI: http://ns.inria.fr/huto/hasTemporalUnit
IRI: http://ns.inria.fr/huto/hasYear
IRI: http://ns.inria.fr/huto/included
IRI: http://ns.inria.fr/huto/century
IRI: http://ns.inria.fr/huto/even
Is used to specify the even parity of Date. If it is an odd Date, even property is set to false
IRI: http://ns.inria.fr/huto/hour
IRI: http://ns.inria.fr/huto/lastWeek
Is used to have the last modality of Date. For example when we want to use the <Date> 'last Saturday of June'
IRI: http://ns.inria.fr/huto/leapYear
IRI: http://ns.inria.fr/huto/length
IRI: http://ns.inria.fr/huto/minute
IRI: http://ns.inria.fr/huto/month
IRI: http://ns.inria.fr/huto/numberOfDay
IRI: http://ns.inria.fr/huto/position
Is used to rank the day of the week. By convention Monday is the first day
IRI: http://ns.inria.fr/huto/sample
Is used to have a sample of Date. For example when we want to use the <Date> 'each three Saturday of June'
IRI: http://ns.inria.fr/huto/second
IRI: http://ns.inria.fr/huto/week
Is used to have a modality of Date. For example when we want to use the <Date> 'first Saturday of June'
IRI: http://ns.inria.fr/huto/year
[1] Allen, J. F. 1984. Towards a general theory of action and time. Artificial Intelligence 23, pp. 123-154.
[2] Allen, J. F. and Ferguson, G. 1997. Actions and events in interval temporal logic. In Spatial and Temporal Reasoning. O. Stock, ed., Kluwer, Dordrecht, Netherlands, 205-245.
[3] Pan, F and Hobbs, J. R. 2005. Temporal Aggregates in OWL-Time. In Proceedings of the 18th International Florida Artificial Intelligence Research Society Conference (FLAIRS), Clearwater Beach, Florida, pp. 560-565, AAAI Press.
[4] W3C Working Draft 27 September 2006. Time Ontology in OWL. Available at http://www.w3.org/TR/owl-time
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[7] TAO C., WEI-QI WEI , SOLBRIGH H., SAVOVA G. & CHUTE C. G (2010). CNTRO: A Semantic Web Ontology for Temporal Relation Inferencing in Clinical Narratives. In AMIA Annual Symposium Proceedings: 787–791. Available at http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3041418/
[8] Welty C. & Fikes R. (2006). A Reusable Ontology for Fluents in OWL. In Frontiers in Artificial Intelligence and Applications, 150:226–236.
This visual layout has been adapted from the LODE
The fourth month of the year in the Gregorian Calendar.